add gpt 5 and oss and llama4 scout

leaderboard/boards_data/MMLU.jsonl

@@ -1,17 +1,22 @@
 {"Model Name":"gemini-2.5-pro","thinking_method":"✔️","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","acc":0.8401114206,"cinema_acc":0.9375,"emergency_number_acc":0.8,"foods_acc":0.8,"games_acc":0.55,"herbal_drugs_acc":0.75,"places_acc":0.8857142857,"poetry_acc":0.9,"politicians_acc":0.95,"popular_people_acc":0.9282051282,"Government_law_acc":0.9782608696,"proverbs_acc":0.9,"religous_acc":0.9777777778,"social_manners_acc":0.9438202247,"souvenirs_acc":0.78,"sports_acc":0.6507936508,"GPK_acc":0.8733798604,"SPK_acc":0.856476498,"UPK_acc":0.824103816}
 {"Model Name":"o3","thinking_method":"✔️","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","acc":0.8217442751,"cinema_acc":0.8125,"emergency_number_acc":1.0,"foods_acc":0.77,"games_acc":0.75,"herbal_drugs_acc":0.65,"places_acc":0.8952380952,"poetry_acc":0.875,"politicians_acc":1.0,"popular_people_acc":0.9179487179,"Government_law_acc":0.8913043478,"proverbs_acc":0.89,"religous_acc":0.9555555556,"social_manners_acc":0.8876404494,"souvenirs_acc":0.78,"sports_acc":0.5714285714,"GPK_acc":0.8454636092,"SPK_acc":0.833781603,"UPK_acc":0.8100680622}
+{"Model Name":"gpt-5-mini","thinking_method":"✔️","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","acc":0.7620504973,"cinema_acc":0.6375,"emergency_number_acc":0.6,"foods_acc":0.77,"games_acc":0.5,"herbal_drugs_acc":0.65,"places_acc":0.8857142857,"poetry_acc":0.65,"politicians_acc":0.8,"popular_people_acc":0.8153846154,"Government_law_acc":0.9347826087,"proverbs_acc":0.74,"religous_acc":0.8888888889,"social_manners_acc":0.8539325843,"souvenirs_acc":0.74,"sports_acc":0.5555555556,"GPK_acc":0.7666999003,"SPK_acc":0.7674251926,"UPK_acc":0.757602977}
 {"Model Name":"gemini-2.5-flash","thinking_method":"✔️","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","acc":0.7274624374,"cinema_acc":0.8875,"emergency_number_acc":0.8,"foods_acc":0.82,"games_acc":0.4,"herbal_drugs_acc":0.75,"places_acc":0.8952380952,"poetry_acc":0.9,"politicians_acc":0.9,"popular_people_acc":0.8564102564,"Government_law_acc":0.9565217391,"proverbs_acc":0.87,"religous_acc":0.9555555556,"social_manners_acc":0.9101123596,"souvenirs_acc":0.72,"sports_acc":0.5873015873,"GPK_acc":0.8394815553,"SPK_acc":0.7645583229,"UPK_acc":0.686473306}
 {"Model Name":"claude-3-7-sonnet-20250219","thinking_method":"❌","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","acc":0.7214996174,"cinema_acc":0.6875,"emergency_number_acc":0.7,"foods_acc":0.74,"games_acc":0.5,"herbal_drugs_acc":0.675,"places_acc":0.8476190476,"poetry_acc":0.8,"politicians_acc":0.95,"popular_people_acc":0.8615384615,"Government_law_acc":0.8913043478,"proverbs_acc":0.77,"religous_acc":0.9333333333,"social_manners_acc":0.9101123596,"souvenirs_acc":0.72,"sports_acc":0.6031746032,"GPK_acc":0.7936191426,"SPK_acc":0.7588245834,"UPK_acc":0.6854869755}
 {"Model Name":"gpt-4.1","thinking_method":"❌","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","acc":0.7040411769,"cinema_acc":0.7625,"emergency_number_acc":0.9,"foods_acc":0.78,"games_acc":0.7,"herbal_drugs_acc":0.625,"places_acc":0.8666666667,"poetry_acc":0.875,"politicians_acc":0.85,"popular_people_acc":0.8461538462,"Government_law_acc":0.8913043478,"proverbs_acc":0.86,"religous_acc":0.8888888889,"social_manners_acc":0.8651685393,"souvenirs_acc":0.68,"sports_acc":0.4761904762,"GPK_acc":0.8005982054,"SPK_acc":0.7258555814,"UPK_acc":0.6759912742}
 {"Model Name":"gemini-2.0-flash","thinking_method":"❌","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","acc":0.6957640676,"cinema_acc":0.725,"emergency_number_acc":0.6,"foods_acc":0.79,"games_acc":0.5,"herbal_drugs_acc":0.75,"places_acc":0.8380952381,"poetry_acc":0.825,"politicians_acc":0.75,"popular_people_acc":0.7846153846,"Government_law_acc":0.9565217391,"proverbs_acc":0.78,"religous_acc":0.9111111111,"social_manners_acc":0.8539325843,"souvenirs_acc":0.74,"sports_acc":0.4761904762,"GPK_acc":0.7756729811,"SPK_acc":0.7263931195,"UPK_acc":0.6635442063}
 {"Model Name":"gpt-4o","thinking_method":"❌","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","acc":0.6884607359,"cinema_acc":0.75,"emergency_number_acc":0.7,"foods_acc":0.78,"games_acc":0.6,"herbal_drugs_acc":0.7,"places_acc":0.8380952381,"poetry_acc":0.9,"politicians_acc":0.95,"popular_people_acc":0.8615384615,"Government_law_acc":0.9347826087,"proverbs_acc":0.8,"religous_acc":0.9333333333,"social_manners_acc":0.8426966292,"souvenirs_acc":0.66,"sports_acc":0.5555555556,"GPK_acc":0.8015952144,"SPK_acc":0.720121842,"UPK_acc":0.6512254587}
+{"Model Name":"gpt-5-nano","thinking_method":"✔️","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","acc":0.6864436252,"cinema_acc":0.5375,"emergency_number_acc":0.5,"foods_acc":0.72,"games_acc":0.5,"herbal_drugs_acc":0.7,"places_acc":0.8095238095,"poetry_acc":0.425,"politicians_acc":0.6,"popular_people_acc":0.7128205128,"Government_law_acc":0.9347826087,"proverbs_acc":0.69,"religous_acc":0.8222222222,"social_manners_acc":0.7415730337,"souvenirs_acc":0.68,"sports_acc":0.5873015873,"GPK_acc":0.6949152542,"SPK_acc":0.6867944813,"UPK_acc":0.6851020146}
 {"Model Name":"deepseek-reasoner","thinking_method":"✔️","model_url":"https_google.com","parameters_count":"671000000000","source_type":"Open-Source","acc":0.6810513107,"cinema_acc":0.5125,"emergency_number_acc":0.5,"foods_acc":0.63,"games_acc":0.55,"herbal_drugs_acc":0.65,"places_acc":0.8666666667,"poetry_acc":0.55,"politicians_acc":0.8,"popular_people_acc":0.7435897436,"Government_law_acc":0.9347826087,"proverbs_acc":0.81,"religous_acc":0.9111111111,"social_manners_acc":0.8764044944,"souvenirs_acc":0.72,"sports_acc":0.5079365079,"GPK_acc":0.7288135593,"SPK_acc":0.7400865177,"UPK_acc":0.6328756576}
+{"Model Name":"gpt-oss:120b","thinking_method":"✔️","model_url":"https_google.com","parameters_count":"20000000000","source_type":"Open-Source","acc":0.6772622939,"cinema_acc":0.475,"emergency_number_acc":0.4,"foods_acc":0.75,"games_acc":0.5,"herbal_drugs_acc":0.625,"places_acc":0.8,"poetry_acc":0.525,"politicians_acc":0.55,"popular_people_acc":0.6666666667,"Government_law_acc":0.8695652174,"proverbs_acc":0.53,"religous_acc":0.7555555556,"social_manners_acc":0.7640449438,"souvenirs_acc":0.6,"sports_acc":0.4761904762,"GPK_acc":0.6510468594,"SPK_acc":0.6792689482,"UPK_acc":0.6791992814}
 {"Model Name":"gemini-2.0-flash-lite","thinking_method":"❌","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","acc":0.6466578563,"cinema_acc":0.7125,"emergency_number_acc":0.6,"foods_acc":0.72,"games_acc":0.5,"herbal_drugs_acc":0.7,"places_acc":0.8666666667,"poetry_acc":0.8,"politicians_acc":0.8,"popular_people_acc":0.7743589744,"Government_law_acc":0.9347826087,"proverbs_acc":0.77,"religous_acc":0.9111111111,"social_manners_acc":0.8539325843,"souvenirs_acc":0.68,"sports_acc":0.5873015873,"GPK_acc":0.7686939182,"SPK_acc":0.6764020785,"UPK_acc":0.6096496856}
 {"Model Name":"gpt-4.1-mini","thinking_method":"❌","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","acc":0.6128538638,"cinema_acc":0.525,"emergency_number_acc":0.7,"foods_acc":0.73,"games_acc":0.55,"herbal_drugs_acc":0.625,"places_acc":0.8380952381,"poetry_acc":0.575,"politicians_acc":0.6,"popular_people_acc":0.7076923077,"Government_law_acc":0.847826087,"proverbs_acc":0.71,"religous_acc":0.6666666667,"social_manners_acc":0.8202247191,"souvenirs_acc":0.68,"sports_acc":0.4920634921,"GPK_acc":0.6949152542,"SPK_acc":0.6265902168,"UPK_acc":0.5924547671}
 {"Model Name":"c4ai-command-a-03-2025","thinking_method":"❌","model_url":"https_google.com","parameters_count":"111000000000","source_type":"Open-Source","acc":0.5980651448,"cinema_acc":0.6,"emergency_number_acc":0.5,"foods_acc":0.67,"games_acc":0.65,"herbal_drugs_acc":0.675,"places_acc":0.8476190476,"poetry_acc":0.775,"politicians_acc":0.95,"popular_people_acc":0.8092783505,"Government_law_acc":0.8913043478,"proverbs_acc":0.78,"religous_acc":0.8666666667,"social_manners_acc":0.8988764045,"souvenirs_acc":0.68,"sports_acc":0.5396825397,"GPK_acc":0.7604790419,"SPK_acc":0.6417428725,"UPK_acc":0.5458980614}
+{"Model Name":"gpt-oss:20b","thinking_method":"✔️","model_url":"https_google.com","parameters_count":"20000000000","source_type":"Open-Source","acc":0.5958127565,"cinema_acc":0.45,"emergency_number_acc":0.2,"foods_acc":0.51,"games_acc":0.3,"herbal_drugs_acc":0.475,"places_acc":0.6761904762,"poetry_acc":0.425,"politicians_acc":0.25,"popular_people_acc":0.4923076923,"Government_law_acc":0.8260869565,"proverbs_acc":0.54,"religous_acc":0.6666666667,"social_manners_acc":0.7191011236,"souvenirs_acc":0.46,"sports_acc":0.3650793651,"GPK_acc":0.5333998006,"SPK_acc":0.5954130084,"UPK_acc":0.6041319133}
 {"Model Name":"deepseek-chat","thinking_method":"❌","model_url":"https_google.com","parameters_count":"671000000000","source_type":"Open-Source","acc":0.5908047576,"cinema_acc":0.5875,"emergency_number_acc":0.4,"foods_acc":0.56,"games_acc":0.55,"herbal_drugs_acc":0.75,"places_acc":0.8285714286,"poetry_acc":0.75,"politicians_acc":0.7,"popular_people_acc":0.7794871795,"Government_law_acc":0.8695652174,"proverbs_acc":0.78,"religous_acc":0.8444444444,"social_manners_acc":0.808988764,"souvenirs_acc":0.74,"sports_acc":0.5555555556,"GPK_acc":0.7288135593,"SPK_acc":0.6348324673,"UPK_acc":0.541511613}
 {"Model Name":"Llama-3.3-70B-Instruct","thinking_method":"❌","model_url":"https_google.com","parameters_count":"70600000000","source_type":"Open-Source","acc":0.5714086374,"cinema_acc":0.5625,"emergency_number_acc":0.3,"foods_acc":0.56,"games_acc":0.6,"herbal_drugs_acc":0.575,"places_acc":0.8095238095,"poetry_acc":0.6,"politicians_acc":0.85,"popular_people_acc":0.7282051282,"Government_law_acc":0.8913043478,"proverbs_acc":0.7,"religous_acc":0.8222222222,"social_manners_acc":0.8539325843,"souvenirs_acc":0.6,"sports_acc":0.5555555556,"GPK_acc":0.6939182453,"SPK_acc":0.605489774,"UPK_acc":0.5310727179}
 {"Model Name":"gpt-4o-mini","thinking_method":"❌","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","acc":0.56986854,"cinema_acc":0.6625,"emergency_number_acc":0.4,"foods_acc":0.71,"games_acc":0.45,"herbal_drugs_acc":0.675,"places_acc":0.7714285714,"poetry_acc":0.675,"politicians_acc":0.75,"popular_people_acc":0.6820512821,"Government_law_acc":0.8913043478,"proverbs_acc":0.75,"religous_acc":0.7777777778,"social_manners_acc":0.7865168539,"souvenirs_acc":0.68,"sports_acc":0.5555555556,"GPK_acc":0.7078763709,"SPK_acc":0.6075972048,"UPK_acc":0.5250866162}
+{"Model Name":"llama4:scout","thinking_method":"❌","model_url":"https_google.com","parameters_count":"109000000000","source_type":"Open-Source","acc":0.5639563191,"cinema_acc":0.65,"emergency_number_acc":0.5,"foods_acc":0.64,"games_acc":0.55,"herbal_drugs_acc":0.625,"places_acc":0.819047619,"poetry_acc":0.725,"politicians_acc":0.85,"popular_people_acc":0.7487179487,"Government_law_acc":0.847826087,"proverbs_acc":0.73,"religous_acc":0.8666666667,"social_manners_acc":0.8202247191,"souvenirs_acc":0.72,"sports_acc":0.5079365079,"GPK_acc":0.7248255234,"SPK_acc":0.5948754703,"UPK_acc":0.5211086873}
 {"Model Name":"Qwen3-32B","thinking_method":"❌","model_url":"https_google.com","parameters_count":"32800000000","source_type":"Open-Source","acc":0.5635086255,"cinema_acc":0.45,"emergency_number_acc":0.2,"foods_acc":0.49,"games_acc":0.45,"herbal_drugs_acc":0.45,"places_acc":0.6285714286,"poetry_acc":0.35,"politicians_acc":0.3,"popular_people_acc":0.4974358974,"Government_law_acc":0.7608695652,"proverbs_acc":0.64,"religous_acc":0.6888888889,"social_manners_acc":0.8202247191,"souvenirs_acc":0.56,"sports_acc":0.3968253968,"GPK_acc":0.5513459621,"SPK_acc":0.5967741935,"UPK_acc":0.5412549724}
 {"Model Name":"gemma-3-27b-it","thinking_method":"❌","model_url":"https_google.com","parameters_count":"27400000000","source_type":"Open-Source","acc":0.5633303193,"cinema_acc":0.625,"emergency_number_acc":0.4,"foods_acc":0.68,"games_acc":0.35,"herbal_drugs_acc":0.6,"places_acc":0.7904761905,"poetry_acc":0.7,"politicians_acc":0.75,"popular_people_acc":0.641025641,"Government_law_acc":0.8913043478,"proverbs_acc":0.74,"religous_acc":0.7777777778,"social_manners_acc":0.8764044944,"souvenirs_acc":0.62,"sports_acc":0.6031746032,"GPK_acc":0.6989032901,"SPK_acc":0.5977423401,"UPK_acc":0.5212370076}
 {"Model Name":"claude-3-5-haiku-20241022","thinking_method":"❌","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","acc":0.5440356745,"cinema_acc":0.5263157895,"emergency_number_acc":0.4,"foods_acc":0.72,"games_acc":0.55,"herbal_drugs_acc":0.575,"places_acc":0.8095238095,"poetry_acc":0.625,"politicians_acc":0.75,"popular_people_acc":0.6717948718,"Government_law_acc":0.8043478261,"proverbs_acc":0.72,"religous_acc":0.8444444444,"social_manners_acc":0.8539325843,"souvenirs_acc":0.6,"sports_acc":0.4920634921,"GPK_acc":0.6906906907,"SPK_acc":0.5934420355,"UPK_acc":0.4897066392}

leaderboard/boards_data/all.jsonl

@@ -1,11 +1,14 @@
 {"Model Name":"o3","thinking_method":"✔️","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","Average":0.7468,"Persian IFEval":0.926035503,"Persian MT-Bench":0.91375,"PerMMLU":0.8217442751,"PerCoR":0.9218,"Persian NLU":0.7207167537,"Persian NLG":0.1764906292}
 {"Model Name":"gemini-2.5-pro","thinking_method":"✔️","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","Average":0.7332,"Persian IFEval":0.8911764706,"Persian MT-Bench":0.91075,"PerMMLU":0.8401114206,"PerCoR":0.9427585507,"Persian NLU":0.6992555201,"Persian NLG":0.1151518212}
+{"Model Name":"gpt-5-mini","thinking_method":"✔️","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","Average":0.7169,"Persian IFEval":0.9104258443,"Persian MT-Bench":0.86775,"PerMMLU":0.7620504973,"PerCoR":0.8651,"Persian NLU":0.7144353486,"Persian NLG":0.181552926}
 {"Model Name":"claude-3-7-sonnet-20250219","thinking_method":"❌","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","Average":0.7127,"Persian IFEval":0.8810572687,"Persian MT-Bench":0.8695,"PerMMLU":0.7214996174,"PerCoR":0.9117647059,"Persian NLU":0.7143086066,"Persian NLG":0.1779340777}
 {"Model Name":"gpt-4.1","thinking_method":"❌","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","Average":0.6992,"Persian IFEval":0.8634361233,"Persian MT-Bench":0.87325,"PerMMLU":0.7040411769,"PerCoR":0.8839,"Persian NLU":0.6758278127,"Persian NLG":0.194675133}
 {"Model Name":"gemini-2.5-flash","thinking_method":"✔️","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","Average":0.6986,"Persian IFEval":0.8796992481,"Persian MT-Bench":0.8812289562,"PerMMLU":0.7274624374,"PerCoR":0.8717,"Persian NLU":0.6944128198,"Persian NLG":0.1368740087}
 {"Model Name":"gemini-2.0-flash","thinking_method":"❌","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","Average":0.6886,"Persian IFEval":0.8497790869,"Persian MT-Bench":0.838973064,"PerMMLU":0.6957640676,"PerCoR":0.8637863786,"Persian NLU":0.7050532433,"Persian NLG":0.178231145}
 {"Model Name":"gpt-4o","thinking_method":"❌","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","Average":0.6877,"Persian IFEval":0.8296622614,"Persian MT-Bench":0.8371666667,"PerMMLU":0.6884607359,"PerCoR":0.8665,"Persian NLU":0.7146808531,"Persian NLG":0.18964968}
 {"Model Name":"gemini-2.0-flash-lite","thinking_method":"❌","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","Average":0.664,"Persian IFEval":0.8414096916,"Persian MT-Bench":0.8244166667,"PerMMLU":0.6466578563,"PerCoR":0.8143,"Persian NLU":0.6914202844,"Persian NLG":0.1659339021}
+{"Model Name":"gpt-5-nano","thinking_method":"✔️","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","Average":0.6637,"Persian IFEval":0.8972099853,"Persian MT-Bench":0.82825,"PerMMLU":0.6864436252,"PerCoR":0.731,"Persian NLU":0.6749652797,"Persian NLG":0.1643361642}
+{"Model Name":"gpt-oss:120b","thinking_method":"✔️","model_url":"https_google.com","parameters_count":"20000000000","source_type":"Open-Source","Average":0.6573,"Persian IFEval":0.8702064897,"Persian MT-Bench":0.8315833333,"PerMMLU":0.6772622939,"PerCoR":0.7643,"Persian NLU":0.6552939868,"Persian NLG":0.1454089411}
 {"Model Name":"gpt-4.1-mini","thinking_method":"❌","model_url":"https_google.com","parameters_count":"N\/A","source_type":"Closed-Source","Average":0.6556,"Persian IFEval":0.8340675477,"Persian MT-Bench":0.8418333333,"PerMMLU":0.6128538638,"PerCoR":0.7712,"Persian NLU":0.6833497104,"Persian NLG":0.1901206806}
 {"Model Name":"deepseek-reasoner","thinking_method":"✔️","model_url":"https_google.com","parameters_count":"671000000000","source_type":"Open-Source","Average":0.6549,"Persian IFEval":0.8370044053,"Persian MT-Bench":0.86175,"PerMMLU":0.6810513107,"PerCoR":0.825165033,"Persian NLU":0.6361186163,"Persian NLG":0.0880621978}
 {"Model Name":"deepseek-chat","thinking_method":"❌","model_url":"https_google.com","parameters_count":"671000000000","source_type":"Open-Source","Average":0.6458,"Persian IFEval":0.8311306902,"Persian MT-Bench":0.8600833333,"PerMMLU":0.5908047576,"PerCoR":0.8241,"Persian NLU":0.6752949557,"Persian NLG":0.0934094344}
@@ -14,9 +17,11 @@
 {"Model Name":"Qwen3-32B","thinking_method":"❌","model_url":"https_google.com","parameters_count":"32800000000","source_type":"Open-Source","Average":0.6224,"Persian IFEval":0.803030303,"Persian MT-Bench":0.7632996633,"PerMMLU":0.5635086255,"PerCoR":0.7654,"Persian NLU":0.6714091535,"Persian NLG":0.1679338638}
 {"Model Name":"Llama-3.3-70B-Instruct","thinking_method":"❌","model_url":"https_google.com","parameters_count":"70600000000","source_type":"Open-Source","Average":0.613,"Persian IFEval":0.7125925926,"Persian MT-Bench":0.7172558923,"PerMMLU":0.5714086374,"PerCoR":0.7956,"Persian NLU":0.6800109206,"Persian NLG":0.2010896964}
 {"Model Name":"c4ai-command-a-03-2025","thinking_method":"❌","model_url":"https_google.com","parameters_count":"111000000000","source_type":"Open-Source","Average":0.6098,"Persian IFEval":0.8438880707,"Persian MT-Bench":0.8219166667,"PerMMLU":0.5980651448,"PerCoR":0.798859772,"Persian NLU":0.4824528512,"Persian NLG":0.1137933652}
+{"Model Name":"gpt-oss:20b","thinking_method":"✔️","model_url":"https_google.com","parameters_count":"20000000000","source_type":"Open-Source","Average":0.6087,"Persian IFEval":0.8449039882,"Persian MT-Bench":0.7530833333,"PerMMLU":0.5958127565,"PerCoR":0.6962,"Persian NLU":0.628506628,"Persian NLG":0.1334687319}
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leaderboard/boards_data/extractive-qa_PQuAD.jsonl

@@ -1,6 +1,10 @@
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@@ -8,6 +12,7 @@
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leaderboard/boards_data/ifeval.jsonl

@@ -1,22 +1,27 @@
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leaderboard/boards_data/keyword-extraction_SynKeywords.jsonl

@@ -1,6 +1,10 @@
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+{"Model Name":"gpt-oss:20b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","keyword-extraction_SynKeywords_f1_mean":0.1297217026,"keyword-extraction_SynKeywords_precision_mean":0.1052290945,"keyword-extraction_SynKeywords_recall_mean":0.1816123188,"nlu_score":0.628506628}
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@@ -8,6 +12,7 @@
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leaderboard/boards_data/mt_bench.jsonl

@@ -3,19 +3,24 @@
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 {"Model Name":"Qwen3-14B","thinking_method":"❌","model_url":"https_google.com","parameters_count":"14800000000","source_type":"Open-Source","score_w_mean":7.1769547325,"score_mean":7.2045454545,"writing_score_w_mean":7.2222222222,"writing_score_mean":7.2,"roleplay_score_w_mean":7.3214285714,"roleplay_score_mean":7.2583333333,"reasoning_score_w_mean":7.3666666667,"reasoning_score_mean":7.2833333333,"math_score_w_mean":8.3913043478,"math_score_mean":8.325,"coding_score_w_mean":6.7,"coding_score_mean":6.7,"extraction_score_w_mean":7.05,"extraction_score_mean":7.05,"stem_score_w_mean":8.5,"stem_score_mean":8.5,"humanities_score_w_mean":8.7222222222,"humanities_score_mean":8.7222222222,"persian_general_knowledge_score_w_mean":1.6666666667,"persian_general_knowledge_score_mean":1.7333333333,"chatbot_rag_score_w_mean":9.4333333333,"chatbot_rag_score_mean":9.425}

leaderboard/boards_data/ner_arman.jsonl

@@ -1,6 +1,10 @@
 {"Model Name":"claude-3-7-sonnet-20250219","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","ner_arman_f1_mean":0.578306047,"ner_arman_precision_mean":0.5583631307,"ner_arman_recall_mean":0.6250099325,"nlu_score":0.7143086066}
+{"Model Name":"gpt-oss:20b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","ner_arman_f1_mean":0.1239012808,"ner_arman_precision_mean":0.1171036949,"ner_arman_recall_mean":0.1388160509,"nlu_score":0.628506628}
 {"Model Name":"gemma-3-4b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"4300000000","source_type":"Open-Source","ner_arman_f1_mean":0.3839211973,"ner_arman_precision_mean":0.3292326466,"ner_arman_recall_mean":0.5049662296,"nlu_score":0.6241793507}
 {"Model Name":"c4ai-command-r-plus","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"104000000000","source_type":"Open-Source","ner_arman_f1_mean":0.0031613599,"ner_arman_precision_mean":0.0024235201,"ner_arman_recall_mean":0.0047675805,"nlu_score":0.6297634971}
+{"Model Name":"gpt-5-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","ner_arman_f1_mean":0.5087496797,"ner_arman_precision_mean":0.4749602702,"ner_arman_recall_mean":0.5891338896,"nlu_score":0.7144353486}
+{"Model Name":"gpt-5-nano","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","ner_arman_f1_mean":0.5238146835,"ner_arman_precision_mean":0.511958681,"ner_arman_recall_mean":0.5638855781,"nlu_score":0.6749652797}
+{"Model Name":"gpt-oss:120b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","ner_arman_f1_mean":0.1833647216,"ner_arman_precision_mean":0.1720756002,"ner_arman_recall_mean":0.2118990862,"nlu_score":0.6552939868}
 {"Model Name":"gemma-3n-E4B-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"7850000000","source_type":"Open-Source","ner_arman_f1_mean":0.5030535945,"ner_arman_precision_mean":0.4617288155,"ner_arman_recall_mean":0.5952522845,"nlu_score":0.6552152029}
 {"Model Name":"gpt-4.1","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","ner_arman_f1_mean":0.3097820535,"ner_arman_precision_mean":0.2833333333,"ner_arman_recall_mean":0.3710568137,"nlu_score":0.6758278127}
 {"Model Name":"o4-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","ner_arman_f1_mean":null,"ner_arman_precision_mean":null,"ner_arman_recall_mean":null,"nlu_score":null}
@@ -8,6 +12,7 @@
 {"Model Name":"gemma-3-27b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"27400000000","source_type":"Open-Source","ner_arman_f1_mean":0.5091463761,"ner_arman_precision_mean":0.4719705999,"ner_arman_recall_mean":0.5898887565,"nlu_score":0.6898261633}
 {"Model Name":"Qwen3-14B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"14800000000","source_type":"Open-Source","ner_arman_f1_mean":0.492138652,"ner_arman_precision_mean":0.4553833929,"ner_arman_recall_mean":0.5783671037,"nlu_score":0.6460328733}
 {"Model Name":"Qwen3-32B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"32800000000","source_type":"Open-Source","ner_arman_f1_mean":0.4408498401,"ner_arman_precision_mean":0.4206197855,"ner_arman_recall_mean":0.487067938,"nlu_score":0.6714091535}
+{"Model Name":"llama4:scout","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"109000000000","source_type":"Open-Source","ner_arman_f1_mean":0.1349481402,"ner_arman_precision_mean":0.1235087122,"ner_arman_recall_mean":0.1586809694,"nlu_score":0.4086928082}
 {"Model Name":"claude-3-5-haiku-20241022","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","ner_arman_f1_mean":0.0134154417,"ner_arman_precision_mean":0.0131505761,"ner_arman_recall_mean":0.0147993643,"nlu_score":0.3749414991}
 {"Model Name":"Mistral-Small-3.1-24B-Instruct-2503","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"24000000000","source_type":"Open-Source","ner_arman_f1_mean":0.028185021,"ner_arman_precision_mean":0.0278440732,"ner_arman_recall_mean":0.0304295943,"nlu_score":0.5661558794}
 {"Model Name":"DeepSeek-R1-0528-Qwen3-8B","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"8190000000","source_type":"Open-Source","ner_arman_f1_mean":0.1404403172,"ner_arman_precision_mean":0.1243629037,"ner_arman_recall_mean":0.1826181963,"nlu_score":0.456845738}

leaderboard/boards_data/nli_farstail.jsonl

@@ -1,6 +1,10 @@
 {"Model Name":"claude-3-7-sonnet-20250219","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","nli_farstail_acc_modified":0.868286445,"nli_farstail_precision_modified":0.8795611895,"nli_farstail_recall_modified":0.8694171245,"nli_farstail_fscore_modified":0.8680818161,"nli_farstail_acc":0.868286445,"nli_farstail_precision":0.8795611895,"nli_farstail_recall":0.8694171245,"nli_farstail_fscore":0.8680818161,"nli_farstail_valid_output_ratio":1.0,"nlu_score":0.7143086066}
+{"Model Name":"gpt-oss:20b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","nli_farstail_acc_modified":0.7384910486,"nli_farstail_precision_modified":0.7662350641,"nli_farstail_recall_modified":0.7395626513,"nli_farstail_fscore_modified":0.7354972179,"nli_farstail_acc":0.7399103139,"nli_farstail_precision":0.7677076491,"nli_farstail_recall":0.7409839761,"nli_farstail_fscore":0.7369107296,"nli_farstail_valid_output_ratio":0.9980818414,"nlu_score":0.628506628}
 {"Model Name":"gemma-3-4b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"4300000000","source_type":"Open-Source","nli_farstail_acc_modified":0.6361892583,"nli_farstail_precision_modified":0.6743240456,"nli_farstail_recall_modified":0.6374538968,"nli_farstail_fscore_modified":0.621131875,"nli_farstail_acc":0.6370038412,"nli_farstail_precision":0.6751874567,"nli_farstail_recall":0.638270099,"nli_farstail_fscore":0.6219271782,"nli_farstail_valid_output_ratio":0.9987212276,"nlu_score":0.6241793507}
 {"Model Name":"c4ai-command-r-plus","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"104000000000","source_type":"Open-Source","nli_farstail_acc_modified":0.6898976982,"nli_farstail_precision_modified":0.752223151,"nli_farstail_recall_modified":0.691698665,"nli_farstail_fscore_modified":0.6834607357,"nli_farstail_acc":0.6898976982,"nli_farstail_precision":0.752223151,"nli_farstail_recall":0.691698665,"nli_farstail_fscore":0.6834607357,"nli_farstail_valid_output_ratio":1.0,"nlu_score":0.6297634971}
+{"Model Name":"gpt-5-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","nli_farstail_acc_modified":0.8542199488,"nli_farstail_precision_modified":0.8634293173,"nli_farstail_recall_modified":0.8539318442,"nli_farstail_fscore_modified":0.8536753404,"nli_farstail_acc":0.8553137004,"nli_farstail_precision":0.8645348606,"nli_farstail_recall":0.8550252268,"nli_farstail_fscore":0.8547683946,"nli_farstail_valid_output_ratio":0.9987212276,"nlu_score":0.7144353486}
+{"Model Name":"gpt-5-nano","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","nli_farstail_acc_modified":0.7653452685,"nli_farstail_precision_modified":0.7847248212,"nli_farstail_recall_modified":0.7659002614,"nli_farstail_fscore_modified":0.7629523234,"nli_farstail_acc":0.7653452685,"nli_farstail_precision":0.7847248212,"nli_farstail_recall":0.7659002614,"nli_farstail_fscore":0.7629523234,"nli_farstail_valid_output_ratio":1.0,"nlu_score":0.6749652797}
+{"Model Name":"gpt-oss:120b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","nli_farstail_acc_modified":0.7608695652,"nli_farstail_precision_modified":0.7778206934,"nli_farstail_recall_modified":0.762421143,"nli_farstail_fscore_modified":0.7569520417,"nli_farstail_acc":0.7608695652,"nli_farstail_precision":0.7778206934,"nli_farstail_recall":0.762421143,"nli_farstail_fscore":0.7569520417,"nli_farstail_valid_output_ratio":1.0,"nlu_score":0.6552939868}
 {"Model Name":"gemma-3n-E4B-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"7850000000","source_type":"Open-Source","nli_farstail_acc_modified":0.7078005115,"nli_farstail_precision_modified":0.7418983007,"nli_farstail_recall_modified":0.70995102,"nli_farstail_fscore_modified":0.6987179454,"nli_farstail_acc":0.7091607944,"nli_farstail_precision":0.7433241143,"nli_farstail_recall":0.7113154358,"nli_farstail_fscore":0.700060773,"nli_farstail_valid_output_ratio":0.9980818414,"nlu_score":0.6552152029}
 {"Model Name":"gpt-4.1","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","nli_farstail_acc_modified":0.8069053708,"nli_farstail_precision_modified":0.8274480721,"nli_farstail_recall_modified":0.8078020735,"nli_farstail_fscore_modified":0.8055860349,"nli_farstail_acc":0.8069053708,"nli_farstail_precision":0.8274480721,"nli_farstail_recall":0.8078020735,"nli_farstail_fscore":0.8055860349,"nli_farstail_valid_output_ratio":1.0,"nlu_score":0.6758278127}
 {"Model Name":"o4-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","nli_farstail_acc_modified":null,"nli_farstail_precision_modified":null,"nli_farstail_recall_modified":null,"nli_farstail_fscore_modified":null,"nli_farstail_acc":null,"nli_farstail_precision":null,"nli_farstail_recall":null,"nli_farstail_fscore":null,"nli_farstail_valid_output_ratio":null,"nlu_score":null}
@@ -8,6 +12,7 @@
 {"Model Name":"gemma-3-27b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"27400000000","source_type":"Open-Source","nli_farstail_acc_modified":0.6918158568,"nli_farstail_precision_modified":0.76120773,"nli_farstail_recall_modified":0.696633339,"nli_farstail_fscore_modified":0.6637995215,"nli_farstail_acc":0.6918158568,"nli_farstail_precision":0.76120773,"nli_farstail_recall":0.696633339,"nli_farstail_fscore":0.6637995215,"nli_farstail_valid_output_ratio":1.0,"nlu_score":0.6898261633}
 {"Model Name":"Qwen3-14B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"14800000000","source_type":"Open-Source","nli_farstail_acc_modified":0.7007672634,"nli_farstail_precision_modified":0.7596784307,"nli_farstail_recall_modified":0.7039816989,"nli_farstail_fscore_modified":0.6834876952,"nli_farstail_acc":0.7007672634,"nli_farstail_precision":0.7596784307,"nli_farstail_recall":0.7039816989,"nli_farstail_fscore":0.6834876952,"nli_farstail_valid_output_ratio":1.0,"nlu_score":0.6460328733}
 {"Model Name":"Qwen3-32B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"32800000000","source_type":"Open-Source","nli_farstail_acc_modified":0.716112532,"nli_farstail_precision_modified":0.7794942647,"nli_farstail_recall_modified":0.7185458002,"nli_farstail_fscore_modified":0.7094139725,"nli_farstail_acc":0.716112532,"nli_farstail_precision":0.7794942647,"nli_farstail_recall":0.7185458002,"nli_farstail_fscore":0.7094139725,"nli_farstail_valid_output_ratio":1.0,"nlu_score":0.6714091535}
+{"Model Name":"llama4:scout","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"109000000000","source_type":"Open-Source","nli_farstail_acc_modified":0.6822250639,"nli_farstail_precision_modified":0.7615681175,"nli_farstail_recall_modified":0.6809278738,"nli_farstail_fscore_modified":0.6476118203,"nli_farstail_acc":0.7033618985,"nli_farstail_precision":0.7851631746,"nli_farstail_recall":0.7020245185,"nli_farstail_fscore":0.6676762603,"nli_farstail_valid_output_ratio":0.9699488491,"nlu_score":0.4086928082}
 {"Model Name":"claude-3-5-haiku-20241022","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","nli_farstail_acc_modified":0.0249360614,"nli_farstail_precision_modified":0.0160900081,"nli_farstail_recall_modified":0.0174126172,"nli_farstail_fscore_modified":0.0167242212,"nli_farstail_acc":0.9069767442,"nli_farstail_precision":0.5852272727,"nli_farstail_recall":0.6333333333,"nli_farstail_fscore":0.6082949309,"nli_farstail_valid_output_ratio":0.0274936061,"nlu_score":0.3749414991}
 {"Model Name":"Mistral-Small-3.1-24B-Instruct-2503","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"24000000000","source_type":"Open-Source","nli_farstail_acc_modified":0.7461636829,"nli_farstail_precision_modified":0.8279044878,"nli_farstail_recall_modified":0.7431719278,"nli_farstail_fscore_modified":0.7484099134,"nli_farstail_acc":0.7461636829,"nli_farstail_precision":0.8279044878,"nli_farstail_recall":0.7431719278,"nli_farstail_fscore":0.7484099134,"nli_farstail_valid_output_ratio":1.0,"nlu_score":0.5661558794}
 {"Model Name":"DeepSeek-R1-0528-Qwen3-8B","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"8190000000","source_type":"Open-Source","nli_farstail_acc_modified":0.618286445,"nli_farstail_precision_modified":0.6499905475,"nli_farstail_recall_modified":0.6180562888,"nli_farstail_fscore_modified":0.612547215,"nli_farstail_acc":0.6254851229,"nli_farstail_precision":0.6575583547,"nli_farstail_recall":0.625252287,"nli_farstail_fscore":0.6196790713,"nli_farstail_valid_output_ratio":0.9884910486,"nlu_score":0.456845738}

leaderboard/boards_data/paraphrase-detection_FarsiParaphraseDetection.jsonl

@@ -1,6 +1,10 @@
 {"Model Name":"claude-3-7-sonnet-20250219","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","paraphrase-detection_FarsiParaphraseDetection_acc_modified":0.877394636,"paraphrase-detection_FarsiParaphraseDetection_precision_modified":0.9117647059,"paraphrase-detection_FarsiParaphraseDetection_recall_modified":0.8567164179,"paraphrase-detection_FarsiParaphraseDetection_fscore_modified":0.8679892098,"paraphrase-detection_FarsiParaphraseDetection_acc":0.877394636,"paraphrase-detection_FarsiParaphraseDetection_precision":0.9117647059,"paraphrase-detection_FarsiParaphraseDetection_recall":0.8567164179,"paraphrase-detection_FarsiParaphraseDetection_fscore":0.8679892098,"paraphrase-detection_FarsiParaphraseDetection_valid_output_ratio":1.0,"nlu_score":0.7143086066}
+{"Model Name":"gpt-oss:20b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","paraphrase-detection_FarsiParaphraseDetection_acc_modified":0.8135376756,"paraphrase-detection_FarsiParaphraseDetection_precision_modified":0.8710840658,"paraphrase-detection_FarsiParaphraseDetection_recall_modified":0.7844142715,"paraphrase-detection_FarsiParaphraseDetection_fscore_modified":0.7937868553,"paraphrase-detection_FarsiParaphraseDetection_acc":0.8240620957,"paraphrase-detection_FarsiParaphraseDetection_precision":0.8823529412,"paraphrase-detection_FarsiParaphraseDetection_recall":0.7945619335,"paraphrase-detection_FarsiParaphraseDetection_fscore":0.8040557668,"paraphrase-detection_FarsiParaphraseDetection_valid_output_ratio":0.9872286079,"nlu_score":0.628506628}
 {"Model Name":"gemma-3-4b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"4300000000","source_type":"Open-Source","paraphrase-detection_FarsiParaphraseDetection_acc_modified":0.8697318008,"paraphrase-detection_FarsiParaphraseDetection_precision_modified":0.9057190558,"paraphrase-detection_FarsiParaphraseDetection_recall_modified":0.8481376599,"paraphrase-detection_FarsiParaphraseDetection_fscore_modified":0.8593214965,"paraphrase-detection_FarsiParaphraseDetection_acc":0.8697318008,"paraphrase-detection_FarsiParaphraseDetection_precision":0.9057190558,"paraphrase-detection_FarsiParaphraseDetection_recall":0.8481376599,"paraphrase-detection_FarsiParaphraseDetection_fscore":0.8593214965,"paraphrase-detection_FarsiParaphraseDetection_valid_output_ratio":1.0,"nlu_score":0.6241793507}
 {"Model Name":"c4ai-command-r-plus","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"104000000000","source_type":"Open-Source","paraphrase-detection_FarsiParaphraseDetection_acc_modified":0.8901660281,"paraphrase-detection_FarsiParaphraseDetection_precision_modified":0.9194756554,"paraphrase-detection_FarsiParaphraseDetection_recall_modified":0.871641791,"paraphrase-detection_FarsiParaphraseDetection_fscore_modified":0.8825816756,"paraphrase-detection_FarsiParaphraseDetection_acc":0.8901660281,"paraphrase-detection_FarsiParaphraseDetection_precision":0.9194756554,"paraphrase-detection_FarsiParaphraseDetection_recall":0.871641791,"paraphrase-detection_FarsiParaphraseDetection_fscore":0.8825816756,"paraphrase-detection_FarsiParaphraseDetection_valid_output_ratio":1.0,"nlu_score":0.6297634971}
+{"Model Name":"gpt-5-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","paraphrase-detection_FarsiParaphraseDetection_acc_modified":0.8378033206,"paraphrase-detection_FarsiParaphraseDetection_precision_modified":0.8876229723,"paraphrase-detection_FarsiParaphraseDetection_recall_modified":0.8118030537,"paraphrase-detection_FarsiParaphraseDetection_fscore_modified":0.8221408221,"paraphrase-detection_FarsiParaphraseDetection_acc":0.841025641,"paraphrase-detection_FarsiParaphraseDetection_precision":0.8910369069,"paraphrase-detection_FarsiParaphraseDetection_recall":0.8149253731,"paraphrase-detection_FarsiParaphraseDetection_fscore":0.8253029022,"paraphrase-detection_FarsiParaphraseDetection_valid_output_ratio":0.9961685824,"nlu_score":0.7144353486}
+{"Model Name":"gpt-5-nano","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","paraphrase-detection_FarsiParaphraseDetection_acc_modified":0.8212005109,"paraphrase-detection_FarsiParaphraseDetection_precision_modified":0.880952381,"paraphrase-detection_FarsiParaphraseDetection_recall_modified":0.7910447761,"paraphrase-detection_FarsiParaphraseDetection_fscore_modified":0.8003569607,"paraphrase-detection_FarsiParaphraseDetection_acc":0.8212005109,"paraphrase-detection_FarsiParaphraseDetection_precision":0.880952381,"paraphrase-detection_FarsiParaphraseDetection_recall":0.7910447761,"paraphrase-detection_FarsiParaphraseDetection_fscore":0.8003569607,"paraphrase-detection_FarsiParaphraseDetection_valid_output_ratio":1.0,"nlu_score":0.6749652797}
+{"Model Name":"gpt-oss:120b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","paraphrase-detection_FarsiParaphraseDetection_acc_modified":0.8505747126,"paraphrase-detection_FarsiParaphraseDetection_precision_modified":0.896460177,"paraphrase-detection_FarsiParaphraseDetection_recall_modified":0.8253731343,"paraphrase-detection_FarsiParaphraseDetection_fscore_modified":0.8364641219,"paraphrase-detection_FarsiParaphraseDetection_acc":0.8505747126,"paraphrase-detection_FarsiParaphraseDetection_precision":0.896460177,"paraphrase-detection_FarsiParaphraseDetection_recall":0.8253731343,"paraphrase-detection_FarsiParaphraseDetection_fscore":0.8364641219,"paraphrase-detection_FarsiParaphraseDetection_valid_output_ratio":1.0,"nlu_score":0.6552939868}
 {"Model Name":"gemma-3n-E4B-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"7850000000","source_type":"Open-Source","paraphrase-detection_FarsiParaphraseDetection_acc_modified":0.8901660281,"paraphrase-detection_FarsiParaphraseDetection_precision_modified":0.9194756554,"paraphrase-detection_FarsiParaphraseDetection_recall_modified":0.871641791,"paraphrase-detection_FarsiParaphraseDetection_fscore_modified":0.8825816756,"paraphrase-detection_FarsiParaphraseDetection_acc":0.8901660281,"paraphrase-detection_FarsiParaphraseDetection_precision":0.9194756554,"paraphrase-detection_FarsiParaphraseDetection_recall":0.871641791,"paraphrase-detection_FarsiParaphraseDetection_fscore":0.8825816756,"paraphrase-detection_FarsiParaphraseDetection_valid_output_ratio":1.0,"nlu_score":0.6552152029}
 {"Model Name":"gpt-4.1","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","paraphrase-detection_FarsiParaphraseDetection_acc_modified":0.8595146871,"paraphrase-detection_FarsiParaphraseDetection_precision_modified":0.9014336918,"paraphrase-detection_FarsiParaphraseDetection_recall_modified":0.8358208955,"paraphrase-detection_FarsiParaphraseDetection_fscore_modified":0.8471137461,"paraphrase-detection_FarsiParaphraseDetection_acc":0.8595146871,"paraphrase-detection_FarsiParaphraseDetection_precision":0.9014336918,"paraphrase-detection_FarsiParaphraseDetection_recall":0.8358208955,"paraphrase-detection_FarsiParaphraseDetection_fscore":0.8471137461,"paraphrase-detection_FarsiParaphraseDetection_valid_output_ratio":1.0,"nlu_score":0.6758278127}
 {"Model Name":"o4-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","paraphrase-detection_FarsiParaphraseDetection_acc_modified":null,"paraphrase-detection_FarsiParaphraseDetection_precision_modified":null,"paraphrase-detection_FarsiParaphraseDetection_recall_modified":null,"paraphrase-detection_FarsiParaphraseDetection_fscore_modified":null,"paraphrase-detection_FarsiParaphraseDetection_acc":null,"paraphrase-detection_FarsiParaphraseDetection_precision":null,"paraphrase-detection_FarsiParaphraseDetection_recall":null,"paraphrase-detection_FarsiParaphraseDetection_fscore":null,"paraphrase-detection_FarsiParaphraseDetection_valid_output_ratio":null,"nlu_score":null}
@@ -8,6 +12,7 @@
 {"Model Name":"gemma-3-27b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"27400000000","source_type":"Open-Source","paraphrase-detection_FarsiParaphraseDetection_acc_modified":0.9029374202,"paraphrase-detection_FarsiParaphraseDetection_precision_modified":0.9262452107,"paraphrase-detection_FarsiParaphraseDetection_recall_modified":0.8869436301,"paraphrase-detection_FarsiParaphraseDetection_fscore_modified":0.897066353,"paraphrase-detection_FarsiParaphraseDetection_acc":0.9029374202,"paraphrase-detection_FarsiParaphraseDetection_precision":0.9262452107,"paraphrase-detection_FarsiParaphraseDetection_recall":0.8869436301,"paraphrase-detection_FarsiParaphraseDetection_fscore":0.897066353,"paraphrase-detection_FarsiParaphraseDetection_valid_output_ratio":1.0,"nlu_score":0.6898261633}
 {"Model Name":"Qwen3-14B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"14800000000","source_type":"Open-Source","paraphrase-detection_FarsiParaphraseDetection_acc_modified":0.8390804598,"paraphrase-detection_FarsiParaphraseDetection_precision_modified":0.8902439024,"paraphrase-detection_FarsiParaphraseDetection_recall_modified":0.8119402985,"paraphrase-detection_FarsiParaphraseDetection_fscore_modified":0.8225473409,"paraphrase-detection_FarsiParaphraseDetection_acc":0.8390804598,"paraphrase-detection_FarsiParaphraseDetection_precision":0.8902439024,"paraphrase-detection_FarsiParaphraseDetection_recall":0.8119402985,"paraphrase-detection_FarsiParaphraseDetection_fscore":0.8225473409,"paraphrase-detection_FarsiParaphraseDetection_valid_output_ratio":1.0,"nlu_score":0.6460328733}
 {"Model Name":"Qwen3-32B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"32800000000","source_type":"Open-Source","paraphrase-detection_FarsiParaphraseDetection_acc_modified":0.8952745849,"paraphrase-detection_FarsiParaphraseDetection_precision_modified":0.9226415094,"paraphrase-detection_FarsiParaphraseDetection_recall_modified":0.8776119403,"paraphrase-detection_FarsiParaphraseDetection_fscore_modified":0.8883498185,"paraphrase-detection_FarsiParaphraseDetection_acc":0.8952745849,"paraphrase-detection_FarsiParaphraseDetection_precision":0.9226415094,"paraphrase-detection_FarsiParaphraseDetection_recall":0.8776119403,"paraphrase-detection_FarsiParaphraseDetection_fscore":0.8883498185,"paraphrase-detection_FarsiParaphraseDetection_valid_output_ratio":1.0,"nlu_score":0.6714091535}
+{"Model Name":"llama4:scout","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"109000000000","source_type":"Open-Source","paraphrase-detection_FarsiParaphraseDetection_acc_modified":0.8965517241,"paraphrase-detection_FarsiParaphraseDetection_precision_modified":0.9234404537,"paraphrase-detection_FarsiParaphraseDetection_recall_modified":0.8791044776,"paraphrase-detection_FarsiParaphraseDetection_fscore_modified":0.8897859599,"paraphrase-detection_FarsiParaphraseDetection_acc":0.8965517241,"paraphrase-detection_FarsiParaphraseDetection_precision":0.9234404537,"paraphrase-detection_FarsiParaphraseDetection_recall":0.8791044776,"paraphrase-detection_FarsiParaphraseDetection_fscore":0.8897859599,"paraphrase-detection_FarsiParaphraseDetection_valid_output_ratio":1.0,"nlu_score":0.4086928082}
 {"Model Name":"claude-3-5-haiku-20241022","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","paraphrase-detection_FarsiParaphraseDetection_acc_modified":0.8556832695,"paraphrase-detection_FarsiParaphraseDetection_precision_modified":0.8960759725,"paraphrase-detection_FarsiParaphraseDetection_recall_modified":0.8314059789,"paraphrase-detection_FarsiParaphraseDetection_fscore_modified":0.8433777185,"paraphrase-detection_FarsiParaphraseDetection_acc":0.8634020619,"paraphrase-detection_FarsiParaphraseDetection_precision":0.904159132,"paraphrase-detection_FarsiParaphraseDetection_recall":0.8389057751,"paraphrase-detection_FarsiParaphraseDetection_fscore":0.8509855072,"paraphrase-detection_FarsiParaphraseDetection_valid_output_ratio":0.9910600255,"nlu_score":0.3749414991}
 {"Model Name":"Mistral-Small-3.1-24B-Instruct-2503","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"24000000000","source_type":"Open-Source","paraphrase-detection_FarsiParaphraseDetection_acc_modified":0.680715198,"paraphrase-detection_FarsiParaphraseDetection_precision_modified":0.8209169054,"paraphrase-detection_FarsiParaphraseDetection_recall_modified":0.6268656716,"paraphrase-detection_FarsiParaphraseDetection_fscore_modified":0.5933059088,"paraphrase-detection_FarsiParaphraseDetection_acc":0.680715198,"paraphrase-detection_FarsiParaphraseDetection_precision":0.8209169054,"paraphrase-detection_FarsiParaphraseDetection_recall":0.6268656716,"paraphrase-detection_FarsiParaphraseDetection_fscore":0.5933059088,"paraphrase-detection_FarsiParaphraseDetection_valid_output_ratio":1.0,"nlu_score":0.5661558794}
 {"Model Name":"DeepSeek-R1-0528-Qwen3-8B","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"8190000000","source_type":"Open-Source","paraphrase-detection_FarsiParaphraseDetection_acc_modified":0.3627075351,"paraphrase-detection_FarsiParaphraseDetection_precision_modified":0.3434772816,"paraphrase-detection_FarsiParaphraseDetection_recall_modified":0.3695590113,"paraphrase-detection_FarsiParaphraseDetection_fscore_modified":0.353505411,"paraphrase-detection_FarsiParaphraseDetection_acc":0.9220779221,"paraphrase-detection_FarsiParaphraseDetection_precision":0.8731906218,"paraphrase-detection_FarsiParaphraseDetection_recall":0.9394957983,"paraphrase-detection_FarsiParaphraseDetection_fscore":0.8986842105,"paraphrase-detection_FarsiParaphraseDetection_valid_output_ratio":0.3933588761,"nlu_score":0.456845738}

leaderboard/boards_data/paraphrase-detection_parsinlu.jsonl

@@ -1,6 +1,10 @@
 {"Model Name":"claude-3-7-sonnet-20250219","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","paraphrase-detection_parsinlu_acc_modified":0.844,"paraphrase-detection_parsinlu_precision_modified":0.8671683358,"paraphrase-detection_parsinlu_recall_modified":0.8248878009,"paraphrase-detection_parsinlu_fscore_modified":0.8334216056,"paraphrase-detection_parsinlu_acc":0.844,"paraphrase-detection_parsinlu_precision":0.8671683358,"paraphrase-detection_parsinlu_recall":0.8248878009,"paraphrase-detection_parsinlu_fscore":0.8334216056,"paraphrase-detection_parsinlu_valid_output_ratio":1.0,"nlu_score":0.7143086066}
+{"Model Name":"gpt-oss:20b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","paraphrase-detection_parsinlu_acc_modified":0.796,"paraphrase-detection_parsinlu_precision_modified":0.8275307297,"paraphrase-detection_parsinlu_recall_modified":0.7707807282,"paraphrase-detection_parsinlu_fscore_modified":0.7792394123,"paraphrase-detection_parsinlu_acc":0.8139059305,"paraphrase-detection_parsinlu_precision":0.8461459404,"paraphrase-detection_parsinlu_recall":0.788119354,"paraphrase-detection_parsinlu_fscore":0.7967683152,"paraphrase-detection_parsinlu_valid_output_ratio":0.978,"nlu_score":0.628506628}
 {"Model Name":"gemma-3-4b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"4300000000","source_type":"Open-Source","paraphrase-detection_parsinlu_acc_modified":0.838,"paraphrase-detection_parsinlu_precision_modified":0.8416530278,"paraphrase-detection_parsinlu_recall_modified":0.8270501836,"paraphrase-detection_parsinlu_fscore_modified":0.8316645261,"paraphrase-detection_parsinlu_acc":0.838,"paraphrase-detection_parsinlu_precision":0.8416530278,"paraphrase-detection_parsinlu_recall":0.8270501836,"paraphrase-detection_parsinlu_fscore":0.8316645261,"paraphrase-detection_parsinlu_valid_output_ratio":1.0,"nlu_score":0.6241793507}
 {"Model Name":"c4ai-command-r-plus","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"104000000000","source_type":"Open-Source","paraphrase-detection_parsinlu_acc_modified":0.872,"paraphrase-detection_parsinlu_precision_modified":0.872593554,"paraphrase-detection_parsinlu_recall_modified":0.8654426765,"paraphrase-detection_parsinlu_fscore_modified":0.8682824025,"paraphrase-detection_parsinlu_acc":0.872,"paraphrase-detection_parsinlu_precision":0.872593554,"paraphrase-detection_parsinlu_recall":0.8654426765,"paraphrase-detection_parsinlu_fscore":0.8682824025,"paraphrase-detection_parsinlu_valid_output_ratio":1.0,"nlu_score":0.6297634971}
+{"Model Name":"gpt-5-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","paraphrase-detection_parsinlu_acc_modified":0.812,"paraphrase-detection_parsinlu_precision_modified":0.8560421519,"paraphrase-detection_parsinlu_recall_modified":0.7853480321,"paraphrase-detection_parsinlu_fscore_modified":0.7936411239,"paraphrase-detection_parsinlu_acc":0.8152610442,"paraphrase-detection_parsinlu_precision":0.8594800722,"paraphrase-detection_parsinlu_recall":0.7885020403,"paraphrase-detection_parsinlu_fscore":0.7968284376,"paraphrase-detection_parsinlu_valid_output_ratio":0.996,"nlu_score":0.7144353486}
+{"Model Name":"gpt-5-nano","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","paraphrase-detection_parsinlu_acc_modified":0.78,"paraphrase-detection_parsinlu_precision_modified":0.8453499806,"paraphrase-detection_parsinlu_recall_modified":0.7464708282,"paraphrase-detection_parsinlu_fscore_modified":0.7504718351,"paraphrase-detection_parsinlu_acc":0.78,"paraphrase-detection_parsinlu_precision":0.8453499806,"paraphrase-detection_parsinlu_recall":0.7464708282,"paraphrase-detection_parsinlu_fscore":0.7504718351,"paraphrase-detection_parsinlu_valid_output_ratio":1.0,"nlu_score":0.6749652797}
+{"Model Name":"gpt-oss:120b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","paraphrase-detection_parsinlu_acc_modified":0.814,"paraphrase-detection_parsinlu_precision_modified":0.8536111778,"paraphrase-detection_parsinlu_recall_modified":0.7882904937,"paraphrase-detection_parsinlu_fscore_modified":0.7964017847,"paraphrase-detection_parsinlu_acc":0.814,"paraphrase-detection_parsinlu_precision":0.8536111778,"paraphrase-detection_parsinlu_recall":0.7882904937,"paraphrase-detection_parsinlu_fscore":0.7964017847,"paraphrase-detection_parsinlu_valid_output_ratio":1.0,"nlu_score":0.6552939868}
 {"Model Name":"gemma-3n-E4B-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"7850000000","source_type":"Open-Source","paraphrase-detection_parsinlu_acc_modified":0.866,"paraphrase-detection_parsinlu_precision_modified":0.8771198269,"paraphrase-detection_parsinlu_recall_modified":0.852753978,"paraphrase-detection_parsinlu_fscore_modified":0.8595688134,"paraphrase-detection_parsinlu_acc":0.866,"paraphrase-detection_parsinlu_precision":0.8771198269,"paraphrase-detection_parsinlu_recall":0.852753978,"paraphrase-detection_parsinlu_fscore":0.8595688134,"paraphrase-detection_parsinlu_valid_output_ratio":1.0,"nlu_score":0.6552152029}
 {"Model Name":"gpt-4.1","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","paraphrase-detection_parsinlu_acc_modified":0.826,"paraphrase-detection_parsinlu_precision_modified":0.861267166,"paraphrase-detection_parsinlu_recall_modified":0.802243982,"paraphrase-detection_parsinlu_fscore_modified":0.8109673691,"paraphrase-detection_parsinlu_acc":0.826,"paraphrase-detection_parsinlu_precision":0.861267166,"paraphrase-detection_parsinlu_recall":0.802243982,"paraphrase-detection_parsinlu_fscore":0.8109673691,"paraphrase-detection_parsinlu_valid_output_ratio":1.0,"nlu_score":0.6758278127}
 {"Model Name":"o4-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","paraphrase-detection_parsinlu_acc_modified":null,"paraphrase-detection_parsinlu_precision_modified":null,"paraphrase-detection_parsinlu_recall_modified":null,"paraphrase-detection_parsinlu_fscore_modified":null,"paraphrase-detection_parsinlu_acc":null,"paraphrase-detection_parsinlu_precision":null,"paraphrase-detection_parsinlu_recall":null,"paraphrase-detection_parsinlu_fscore":null,"paraphrase-detection_parsinlu_valid_output_ratio":null,"nlu_score":null}
@@ -8,6 +12,7 @@
 {"Model Name":"gemma-3-27b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"27400000000","source_type":"Open-Source","paraphrase-detection_parsinlu_acc_modified":0.876,"paraphrase-detection_parsinlu_precision_modified":0.8806824921,"paraphrase-detection_parsinlu_recall_modified":0.8666666667,"paraphrase-detection_parsinlu_fscore_modified":0.871456768,"paraphrase-detection_parsinlu_acc":0.876,"paraphrase-detection_parsinlu_precision":0.8806824921,"paraphrase-detection_parsinlu_recall":0.8666666667,"paraphrase-detection_parsinlu_fscore":0.871456768,"paraphrase-detection_parsinlu_valid_output_ratio":1.0,"nlu_score":0.6898261633}
 {"Model Name":"Qwen3-14B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"14800000000","source_type":"Open-Source","paraphrase-detection_parsinlu_acc_modified":0.854,"paraphrase-detection_parsinlu_precision_modified":0.8742015099,"paraphrase-detection_parsinlu_recall_modified":0.8365157079,"paraphrase-detection_parsinlu_fscore_modified":0.8449177639,"paraphrase-detection_parsinlu_acc":0.854,"paraphrase-detection_parsinlu_precision":0.8742015099,"paraphrase-detection_parsinlu_recall":0.8365157079,"paraphrase-detection_parsinlu_fscore":0.8449177639,"paraphrase-detection_parsinlu_valid_output_ratio":1.0,"nlu_score":0.6460328733}
 {"Model Name":"Qwen3-32B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"32800000000","source_type":"Open-Source","paraphrase-detection_parsinlu_acc_modified":0.876,"paraphrase-detection_parsinlu_precision_modified":0.8735210118,"paraphrase-detection_parsinlu_recall_modified":0.8735210118,"paraphrase-detection_parsinlu_fscore_modified":0.8735210118,"paraphrase-detection_parsinlu_acc":0.876,"paraphrase-detection_parsinlu_precision":0.8735210118,"paraphrase-detection_parsinlu_recall":0.8735210118,"paraphrase-detection_parsinlu_fscore":0.8735210118,"paraphrase-detection_parsinlu_valid_output_ratio":1.0,"nlu_score":0.6714091535}
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leaderboard/boards_data/persian_csr.jsonl

@@ -4,6 +4,7 @@
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@@ -11,13 +12,17 @@
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leaderboard/boards_data/persian_nlg.jsonl

@@ -3,6 +3,7 @@
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@@ -10,12 +11,16 @@
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leaderboard/boards_data/question-generation_PersianQA.jsonl

@@ -1,6 +1,10 @@
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+{"Model Name":"gpt-oss:120b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","question-generation_PersianQA_rougeL_precision":0.2002927511,"question-generation_PersianQA_rougeL_recall":0.3328639596,"question-generation_PersianQA_rougeL_f1_score":0.2391789869,"nlg_score":0.1454089411}
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@@ -8,6 +12,7 @@
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leaderboard/boards_data/sentiment-analysis_deepsentipers.jsonl

@@ -1,6 +1,10 @@
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+{"Model Name":"gpt-oss:20b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","sentiment-analysis_deepsentipers_acc_modified":0.7421790723,"sentiment-analysis_deepsentipers_precision_modified":0.705605232,"sentiment-analysis_deepsentipers_recall_modified":0.7565637786,"sentiment-analysis_deepsentipers_fscore_modified":0.7108099837,"sentiment-analysis_deepsentipers_acc":0.7674288901,"sentiment-analysis_deepsentipers_precision":0.7296107642,"sentiment-analysis_deepsentipers_recall":0.7823029813,"sentiment-analysis_deepsentipers_fscore":0.7349925877,"sentiment-analysis_deepsentipers_valid_output_ratio":0.9670981661,"nlu_score":0.628506628}
 {"Model Name":"gemma-3-4b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"4300000000","source_type":"Open-Source","sentiment-analysis_deepsentipers_acc_modified":0.6817691478,"sentiment-analysis_deepsentipers_precision_modified":0.6546744642,"sentiment-analysis_deepsentipers_recall_modified":0.7378694789,"sentiment-analysis_deepsentipers_fscore_modified":0.6356142977,"sentiment-analysis_deepsentipers_acc":0.6817691478,"sentiment-analysis_deepsentipers_precision":0.6546744642,"sentiment-analysis_deepsentipers_recall":0.7378694789,"sentiment-analysis_deepsentipers_fscore":0.6356142977,"sentiment-analysis_deepsentipers_valid_output_ratio":1.0,"nlu_score":0.6241793507}
 {"Model Name":"c4ai-command-r-plus","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"104000000000","source_type":"Open-Source","sentiment-analysis_deepsentipers_acc_modified":0.738403452,"sentiment-analysis_deepsentipers_precision_modified":0.706763853,"sentiment-analysis_deepsentipers_recall_modified":0.7658510846,"sentiment-analysis_deepsentipers_fscore_modified":0.726373242,"sentiment-analysis_deepsentipers_acc":0.738403452,"sentiment-analysis_deepsentipers_precision":0.706763853,"sentiment-analysis_deepsentipers_recall":0.7658510846,"sentiment-analysis_deepsentipers_fscore":0.726373242,"sentiment-analysis_deepsentipers_valid_output_ratio":1.0,"nlu_score":0.6297634971}
+{"Model Name":"gpt-5-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","sentiment-analysis_deepsentipers_acc_modified":0.806364617,"sentiment-analysis_deepsentipers_precision_modified":0.7705568258,"sentiment-analysis_deepsentipers_recall_modified":0.8234753765,"sentiment-analysis_deepsentipers_fscore_modified":0.7802386366,"sentiment-analysis_deepsentipers_acc":0.806364617,"sentiment-analysis_deepsentipers_precision":0.7705568258,"sentiment-analysis_deepsentipers_recall":0.8234753765,"sentiment-analysis_deepsentipers_fscore":0.7802386366,"sentiment-analysis_deepsentipers_valid_output_ratio":1.0,"nlu_score":0.7144353486}
+{"Model Name":"gpt-5-nano","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","sentiment-analysis_deepsentipers_acc_modified":0.7885652643,"sentiment-analysis_deepsentipers_precision_modified":0.757057239,"sentiment-analysis_deepsentipers_recall_modified":0.8134053732,"sentiment-analysis_deepsentipers_fscore_modified":0.7618040556,"sentiment-analysis_deepsentipers_acc":0.7911255411,"sentiment-analysis_deepsentipers_precision":0.7595152171,"sentiment-analysis_deepsentipers_recall":0.8160462998,"sentiment-analysis_deepsentipers_fscore":0.7642774453,"sentiment-analysis_deepsentipers_valid_output_ratio":0.996763754,"nlu_score":0.6749652797}
+{"Model Name":"gpt-oss:120b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","sentiment-analysis_deepsentipers_acc_modified":0.7837108954,"sentiment-analysis_deepsentipers_precision_modified":0.7439934995,"sentiment-analysis_deepsentipers_recall_modified":0.8027830842,"sentiment-analysis_deepsentipers_fscore_modified":0.7554845169,"sentiment-analysis_deepsentipers_acc":0.7849810913,"sentiment-analysis_deepsentipers_precision":0.7451993237,"sentiment-analysis_deepsentipers_recall":0.8040841913,"sentiment-analysis_deepsentipers_fscore":0.7567089651,"sentiment-analysis_deepsentipers_valid_output_ratio":0.998381877,"nlu_score":0.6552939868}
 {"Model Name":"gemma-3n-E4B-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"7850000000","source_type":"Open-Source","sentiment-analysis_deepsentipers_acc_modified":0.7518878101,"sentiment-analysis_deepsentipers_precision_modified":0.7333601788,"sentiment-analysis_deepsentipers_recall_modified":0.7850018857,"sentiment-analysis_deepsentipers_fscore_modified":0.7214827861,"sentiment-analysis_deepsentipers_acc":0.752293578,"sentiment-analysis_deepsentipers_precision":0.7337559479,"sentiment-analysis_deepsentipers_recall":0.785425524,"sentiment-analysis_deepsentipers_fscore":0.7218721454,"sentiment-analysis_deepsentipers_valid_output_ratio":0.9994606257,"nlu_score":0.6552152029}
 {"Model Name":"gpt-4.1","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","sentiment-analysis_deepsentipers_acc_modified":0.8047464941,"sentiment-analysis_deepsentipers_precision_modified":0.7661826532,"sentiment-analysis_deepsentipers_recall_modified":0.8089861144,"sentiment-analysis_deepsentipers_fscore_modified":0.7830417049,"sentiment-analysis_deepsentipers_acc":0.8047464941,"sentiment-analysis_deepsentipers_precision":0.7661826532,"sentiment-analysis_deepsentipers_recall":0.8089861144,"sentiment-analysis_deepsentipers_fscore":0.7830417049,"sentiment-analysis_deepsentipers_valid_output_ratio":1.0,"nlu_score":0.6758278127}
 {"Model Name":"o4-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","sentiment-analysis_deepsentipers_acc_modified":null,"sentiment-analysis_deepsentipers_precision_modified":null,"sentiment-analysis_deepsentipers_recall_modified":null,"sentiment-analysis_deepsentipers_fscore_modified":null,"sentiment-analysis_deepsentipers_acc":null,"sentiment-analysis_deepsentipers_precision":null,"sentiment-analysis_deepsentipers_recall":null,"sentiment-analysis_deepsentipers_fscore":null,"sentiment-analysis_deepsentipers_valid_output_ratio":null,"nlu_score":null}
@@ -8,6 +12,7 @@
 {"Model Name":"gemma-3-27b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"27400000000","source_type":"Open-Source","sentiment-analysis_deepsentipers_acc_modified":0.7556634304,"sentiment-analysis_deepsentipers_precision_modified":0.7100962569,"sentiment-analysis_deepsentipers_recall_modified":0.796296032,"sentiment-analysis_deepsentipers_fscore_modified":0.7198160026,"sentiment-analysis_deepsentipers_acc":0.7556634304,"sentiment-analysis_deepsentipers_precision":0.7100962569,"sentiment-analysis_deepsentipers_recall":0.796296032,"sentiment-analysis_deepsentipers_fscore":0.7198160026,"sentiment-analysis_deepsentipers_valid_output_ratio":1.0,"nlu_score":0.6898261633}
 {"Model Name":"Qwen3-14B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"14800000000","source_type":"Open-Source","sentiment-analysis_deepsentipers_acc_modified":0.7459546926,"sentiment-analysis_deepsentipers_precision_modified":0.696002467,"sentiment-analysis_deepsentipers_recall_modified":0.7725731976,"sentiment-analysis_deepsentipers_fscore_modified":0.7160207999,"sentiment-analysis_deepsentipers_acc":0.7459546926,"sentiment-analysis_deepsentipers_precision":0.696002467,"sentiment-analysis_deepsentipers_recall":0.7725731976,"sentiment-analysis_deepsentipers_fscore":0.7160207999,"sentiment-analysis_deepsentipers_valid_output_ratio":1.0,"nlu_score":0.6460328733}
 {"Model Name":"Qwen3-32B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"32800000000","source_type":"Open-Source","sentiment-analysis_deepsentipers_acc_modified":0.7820927724,"sentiment-analysis_deepsentipers_precision_modified":0.7592820571,"sentiment-analysis_deepsentipers_recall_modified":0.7768252647,"sentiment-analysis_deepsentipers_fscore_modified":0.7562669975,"sentiment-analysis_deepsentipers_acc":0.7820927724,"sentiment-analysis_deepsentipers_precision":0.7592820571,"sentiment-analysis_deepsentipers_recall":0.7768252647,"sentiment-analysis_deepsentipers_fscore":0.7562669975,"sentiment-analysis_deepsentipers_valid_output_ratio":1.0,"nlu_score":0.6714091535}
+{"Model Name":"llama4:scout","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"109000000000","source_type":"Open-Source","sentiment-analysis_deepsentipers_acc_modified":0.715210356,"sentiment-analysis_deepsentipers_precision_modified":0.6703215936,"sentiment-analysis_deepsentipers_recall_modified":0.7384303354,"sentiment-analysis_deepsentipers_fscore_modified":0.6873376696,"sentiment-analysis_deepsentipers_acc":0.7651471437,"sentiment-analysis_deepsentipers_precision":0.7171241976,"sentiment-analysis_deepsentipers_recall":0.7899883681,"sentiment-analysis_deepsentipers_fscore":0.7353283551,"sentiment-analysis_deepsentipers_valid_output_ratio":0.9347357066,"nlu_score":0.4086928082}
 {"Model Name":"claude-3-5-haiku-20241022","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","sentiment-analysis_deepsentipers_acc_modified":0.7521691974,"sentiment-analysis_deepsentipers_precision_modified":0.7149147283,"sentiment-analysis_deepsentipers_recall_modified":0.7661218172,"sentiment-analysis_deepsentipers_fscore_modified":0.7340307684,"sentiment-analysis_deepsentipers_acc":0.7550353838,"sentiment-analysis_deepsentipers_precision":0.7176389542,"sentiment-analysis_deepsentipers_recall":0.7690411709,"sentiment-analysis_deepsentipers_fscore":0.7368278372,"sentiment-analysis_deepsentipers_valid_output_ratio":0.9962039046,"nlu_score":0.3749414991}
 {"Model Name":"Mistral-Small-3.1-24B-Instruct-2503","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"24000000000","source_type":"Open-Source","sentiment-analysis_deepsentipers_acc_modified":0.5949298813,"sentiment-analysis_deepsentipers_precision_modified":0.6633283768,"sentiment-analysis_deepsentipers_recall_modified":0.6739827327,"sentiment-analysis_deepsentipers_fscore_modified":0.597099001,"sentiment-analysis_deepsentipers_acc":0.5958941113,"sentiment-analysis_deepsentipers_precision":0.6644034633,"sentiment-analysis_deepsentipers_recall":0.6750750872,"sentiment-analysis_deepsentipers_fscore":0.5980667466,"sentiment-analysis_deepsentipers_valid_output_ratio":0.998381877,"nlu_score":0.5661558794}
 {"Model Name":"DeepSeek-R1-0528-Qwen3-8B","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"8190000000","source_type":"Open-Source","sentiment-analysis_deepsentipers_acc_modified":0.7038834951,"sentiment-analysis_deepsentipers_precision_modified":0.6558175114,"sentiment-analysis_deepsentipers_recall_modified":0.7195323034,"sentiment-analysis_deepsentipers_fscore_modified":0.6634075099,"sentiment-analysis_deepsentipers_acc":0.7038834951,"sentiment-analysis_deepsentipers_precision":0.6558175114,"sentiment-analysis_deepsentipers_recall":0.7195323034,"sentiment-analysis_deepsentipers_fscore":0.6634075099,"sentiment-analysis_deepsentipers_valid_output_ratio":1.0,"nlu_score":0.456845738}

leaderboard/boards_data/sts_FarSICK.jsonl

@@ -1,6 +1,10 @@
 {"Model Name":"claude-3-7-sonnet-20250219","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","sts_FarSICK_corrcoef_modified":0.8606070195,"sts_FarSICK_corrcoef":0.8606070195,"sts_FarSICK_valid_output_ratio":1.0,"nlu_score":0.7143086066}
+{"Model Name":"gpt-oss:20b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","sts_FarSICK_corrcoef_modified":0.8438423833,"sts_FarSICK_corrcoef":0.8438423833,"sts_FarSICK_valid_output_ratio":1.0,"nlu_score":0.628506628}
 {"Model Name":"gemma-3-4b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"4300000000","source_type":"Open-Source","sts_FarSICK_corrcoef_modified":0.8471466571,"sts_FarSICK_corrcoef":0.8471466571,"sts_FarSICK_valid_output_ratio":1.0,"nlu_score":0.6241793507}
 {"Model Name":"c4ai-command-r-plus","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"104000000000","source_type":"Open-Source","sts_FarSICK_corrcoef_modified":0.8332013424,"sts_FarSICK_corrcoef":0.8332013424,"sts_FarSICK_valid_output_ratio":1.0,"nlu_score":0.6297634971}
+{"Model Name":"gpt-5-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","sts_FarSICK_corrcoef_modified":0.8521163575,"sts_FarSICK_corrcoef":0.8521163575,"sts_FarSICK_valid_output_ratio":1.0,"nlu_score":0.7144353486}
+{"Model Name":"gpt-5-nano","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","sts_FarSICK_corrcoef_modified":0.8404353896,"sts_FarSICK_corrcoef":0.8404353896,"sts_FarSICK_valid_output_ratio":1.0,"nlu_score":0.6749652797}
+{"Model Name":"gpt-oss:120b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","sts_FarSICK_corrcoef_modified":0.8474953563,"sts_FarSICK_corrcoef":0.8474953563,"sts_FarSICK_valid_output_ratio":1.0,"nlu_score":0.6552939868}
 {"Model Name":"gemma-3n-E4B-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"7850000000","source_type":"Open-Source","sts_FarSICK_corrcoef_modified":0.8602460091,"sts_FarSICK_corrcoef":0.8602460091,"sts_FarSICK_valid_output_ratio":1.0,"nlu_score":0.6552152029}
 {"Model Name":"gpt-4.1","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","sts_FarSICK_corrcoef_modified":0.8624442565,"sts_FarSICK_corrcoef":0.8624442565,"sts_FarSICK_valid_output_ratio":1.0,"nlu_score":0.6758278127}
 {"Model Name":"o4-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","sts_FarSICK_corrcoef_modified":null,"sts_FarSICK_corrcoef":null,"sts_FarSICK_valid_output_ratio":null,"nlu_score":null}
@@ -8,6 +12,7 @@
 {"Model Name":"gemma-3-27b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"27400000000","source_type":"Open-Source","sts_FarSICK_corrcoef_modified":0.8796836219,"sts_FarSICK_corrcoef":0.8796836219,"sts_FarSICK_valid_output_ratio":1.0,"nlu_score":0.6898261633}
 {"Model Name":"Qwen3-14B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"14800000000","source_type":"Open-Source","sts_FarSICK_corrcoef_modified":0.8509006434,"sts_FarSICK_corrcoef":0.8509006434,"sts_FarSICK_valid_output_ratio":1.0,"nlu_score":0.6460328733}
 {"Model Name":"Qwen3-32B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"32800000000","source_type":"Open-Source","sts_FarSICK_corrcoef_modified":0.8550824218,"sts_FarSICK_corrcoef":0.8550824218,"sts_FarSICK_valid_output_ratio":1.0,"nlu_score":0.6714091535}
+{"Model Name":"llama4:scout","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"109000000000","source_type":"Open-Source","sts_FarSICK_corrcoef_modified":0.0982656524,"sts_FarSICK_corrcoef":0.9633887492,"sts_FarSICK_valid_output_ratio":0.102,"nlu_score":0.4086928082}
 {"Model Name":"claude-3-5-haiku-20241022","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","sts_FarSICK_corrcoef_modified":0.2533632205,"sts_FarSICK_corrcoef":0.8617796616,"sts_FarSICK_valid_output_ratio":0.294,"nlu_score":0.3749414991}
 {"Model Name":"Mistral-Small-3.1-24B-Instruct-2503","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"24000000000","source_type":"Open-Source","sts_FarSICK_corrcoef_modified":0.8346099969,"sts_FarSICK_corrcoef":0.8346099969,"sts_FarSICK_valid_output_ratio":1.0,"nlu_score":0.5661558794}
 {"Model Name":"DeepSeek-R1-0528-Qwen3-8B","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"8190000000","source_type":"Open-Source","sts_FarSICK_corrcoef_modified":0.8020636156,"sts_FarSICK_corrcoef":0.8020636156,"sts_FarSICK_valid_output_ratio":1.0,"nlu_score":0.456845738}

leaderboard/boards_data/sts_SynPerSTS.jsonl

@@ -1,6 +1,10 @@
 {"Model Name":"claude-3-7-sonnet-20250219","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","sts_SynPerSTS_corrcoef_modified":0.9639002346,"sts_SynPerSTS_corrcoef":0.9639002346,"sts_SynPerSTS_valid_output_ratio":1.0,"nlu_score":0.7143086066}
+{"Model Name":"gpt-oss:20b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","sts_SynPerSTS_corrcoef_modified":0.9496068485,"sts_SynPerSTS_corrcoef":0.9496068485,"sts_SynPerSTS_valid_output_ratio":1.0,"nlu_score":0.628506628}
 {"Model Name":"gemma-3-4b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"4300000000","source_type":"Open-Source","sts_SynPerSTS_corrcoef_modified":0.9198771683,"sts_SynPerSTS_corrcoef":0.9198771683,"sts_SynPerSTS_valid_output_ratio":1.0,"nlu_score":0.6241793507}
 {"Model Name":"c4ai-command-r-plus","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"104000000000","source_type":"Open-Source","sts_SynPerSTS_corrcoef_modified":0.9445586775,"sts_SynPerSTS_corrcoef":0.9445586775,"sts_SynPerSTS_valid_output_ratio":1.0,"nlu_score":0.6297634971}
+{"Model Name":"gpt-5-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","sts_SynPerSTS_corrcoef_modified":0.9405179912,"sts_SynPerSTS_corrcoef":0.9405179912,"sts_SynPerSTS_valid_output_ratio":1.0,"nlu_score":0.7144353486}
+{"Model Name":"gpt-5-nano","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","sts_SynPerSTS_corrcoef_modified":0.9417676956,"sts_SynPerSTS_corrcoef":0.9417676956,"sts_SynPerSTS_valid_output_ratio":1.0,"nlu_score":0.6749652797}
+{"Model Name":"gpt-oss:120b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","sts_SynPerSTS_corrcoef_modified":0.9491290877,"sts_SynPerSTS_corrcoef":0.9491290877,"sts_SynPerSTS_valid_output_ratio":1.0,"nlu_score":0.6552939868}
 {"Model Name":"gemma-3n-E4B-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"7850000000","source_type":"Open-Source","sts_SynPerSTS_corrcoef_modified":0.9587180795,"sts_SynPerSTS_corrcoef":0.9587180795,"sts_SynPerSTS_valid_output_ratio":1.0,"nlu_score":0.6552152029}
 {"Model Name":"gpt-4.1","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","sts_SynPerSTS_corrcoef_modified":0.9620104912,"sts_SynPerSTS_corrcoef":0.9620104912,"sts_SynPerSTS_valid_output_ratio":1.0,"nlu_score":0.6758278127}
 {"Model Name":"o4-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","sts_SynPerSTS_corrcoef_modified":null,"sts_SynPerSTS_corrcoef":null,"sts_SynPerSTS_valid_output_ratio":null,"nlu_score":null}
@@ -8,6 +12,7 @@
 {"Model Name":"gemma-3-27b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"27400000000","source_type":"Open-Source","sts_SynPerSTS_corrcoef_modified":0.9583160478,"sts_SynPerSTS_corrcoef":0.9583160478,"sts_SynPerSTS_valid_output_ratio":1.0,"nlu_score":0.6898261633}
 {"Model Name":"Qwen3-14B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"14800000000","source_type":"Open-Source","sts_SynPerSTS_corrcoef_modified":0.9603899338,"sts_SynPerSTS_corrcoef":0.9603899338,"sts_SynPerSTS_valid_output_ratio":1.0,"nlu_score":0.6460328733}
 {"Model Name":"Qwen3-32B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"32800000000","source_type":"Open-Source","sts_SynPerSTS_corrcoef_modified":0.961773092,"sts_SynPerSTS_corrcoef":0.961773092,"sts_SynPerSTS_valid_output_ratio":1.0,"nlu_score":0.6714091535}
+{"Model Name":"llama4:scout","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"109000000000","source_type":"Open-Source","sts_SynPerSTS_corrcoef_modified":0.0975200826,"sts_SynPerSTS_corrcoef":0.9752008261,"sts_SynPerSTS_valid_output_ratio":0.1,"nlu_score":0.4086928082}
 {"Model Name":"claude-3-5-haiku-20241022","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","sts_SynPerSTS_corrcoef_modified":0.3217761614,"sts_SynPerSTS_corrcoef":0.8791698399,"sts_SynPerSTS_valid_output_ratio":0.366,"nlu_score":0.3749414991}
 {"Model Name":"Mistral-Small-3.1-24B-Instruct-2503","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"24000000000","source_type":"Open-Source","sts_SynPerSTS_corrcoef_modified":0.9424987971,"sts_SynPerSTS_corrcoef":0.9424987971,"sts_SynPerSTS_valid_output_ratio":1.0,"nlu_score":0.5661558794}
 {"Model Name":"DeepSeek-R1-0528-Qwen3-8B","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"8190000000","source_type":"Open-Source","sts_SynPerSTS_corrcoef_modified":0.8942713775,"sts_SynPerSTS_corrcoef":0.8942713775,"sts_SynPerSTS_valid_output_ratio":1.0,"nlu_score":0.456845738}

leaderboard/boards_data/summarization_PnSummary.jsonl

@@ -1,6 +1,10 @@
 {"Model Name":"claude-3-7-sonnet-20250219","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","summarization_PnSummary_rougeL_precision":0.1188323392,"summarization_PnSummary_rougeL_recall":0.3948447809,"summarization_PnSummary_rougeL_f1_score":0.1786530476,"nlg_score":0.1779340777}
+{"Model Name":"gpt-oss:20b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","summarization_PnSummary_rougeL_precision":0.0796516779,"summarization_PnSummary_rougeL_recall":0.3573917363,"summarization_PnSummary_rougeL_f1_score":0.1263677591,"nlg_score":0.1334687319}
 {"Model Name":"gemma-3-4b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"4300000000","source_type":"Open-Source","summarization_PnSummary_rougeL_precision":0.1095844839,"summarization_PnSummary_rougeL_recall":0.3735331299,"summarization_PnSummary_rougeL_f1_score":0.1645385252,"nlg_score":0.0949943578}
 {"Model Name":"c4ai-command-r-plus","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"104000000000","source_type":"Open-Source","summarization_PnSummary_rougeL_precision":0.1227039295,"summarization_PnSummary_rougeL_recall":0.4315497639,"summarization_PnSummary_rougeL_f1_score":0.1856517383,"nlg_score":0.1880477876}
+{"Model Name":"gpt-5-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","summarization_PnSummary_rougeL_precision":0.0917305447,"summarization_PnSummary_rougeL_recall":0.3893845098,"summarization_PnSummary_rougeL_f1_score":0.1447284086,"nlg_score":0.181552926}
+{"Model Name":"gpt-5-nano","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","summarization_PnSummary_rougeL_precision":0.0830986853,"summarization_PnSummary_rougeL_recall":0.3565850313,"summarization_PnSummary_rougeL_f1_score":0.1308633101,"nlg_score":0.1643361642}
+{"Model Name":"gpt-oss:120b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","summarization_PnSummary_rougeL_precision":0.0783955467,"summarization_PnSummary_rougeL_recall":0.3671775126,"summarization_PnSummary_rougeL_f1_score":0.1256898612,"nlg_score":0.1454089411}
 {"Model Name":"gemma-3n-E4B-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"7850000000","source_type":"Open-Source","summarization_PnSummary_rougeL_precision":0.1072486168,"summarization_PnSummary_rougeL_recall":0.3966587345,"summarization_PnSummary_rougeL_f1_score":0.1627029568,"nlg_score":0.0940241349}
 {"Model Name":"gpt-4.1","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","summarization_PnSummary_rougeL_precision":0.1234743619,"summarization_PnSummary_rougeL_recall":0.376111826,"summarization_PnSummary_rougeL_f1_score":0.1808600563,"nlg_score":0.194675133}
 {"Model Name":"o4-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","summarization_PnSummary_rougeL_precision":null,"summarization_PnSummary_rougeL_recall":null,"summarization_PnSummary_rougeL_f1_score":null,"nlg_score":null}
@@ -8,6 +12,7 @@
 {"Model Name":"gemma-3-27b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"27400000000","source_type":"Open-Source","summarization_PnSummary_rougeL_precision":0.1124574222,"summarization_PnSummary_rougeL_recall":0.3717393409,"summarization_PnSummary_rougeL_f1_score":0.1673025553,"nlg_score":0.1067134448}
 {"Model Name":"Qwen3-14B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"14800000000","source_type":"Open-Source","summarization_PnSummary_rougeL_precision":0.1123870374,"summarization_PnSummary_rougeL_recall":0.4032007327,"summarization_PnSummary_rougeL_f1_score":0.17115848,"nlg_score":0.16056333}
 {"Model Name":"Qwen3-32B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"32800000000","source_type":"Open-Source","summarization_PnSummary_rougeL_precision":0.1089978489,"summarization_PnSummary_rougeL_recall":0.3936021933,"summarization_PnSummary_rougeL_f1_score":0.1662525669,"nlg_score":0.1679338638}
+{"Model Name":"llama4:scout","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"109000000000","source_type":"Open-Source","summarization_PnSummary_rougeL_precision":0.1377053282,"summarization_PnSummary_rougeL_recall":0.380073051,"summarization_PnSummary_rougeL_f1_score":0.1928750247,"nlg_score":0.1567965528}
 {"Model Name":"claude-3-5-haiku-20241022","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","summarization_PnSummary_rougeL_precision":0.132916538,"summarization_PnSummary_rougeL_recall":0.3579358655,"summarization_PnSummary_rougeL_f1_score":0.1887379797,"nlg_score":0.1089333827}
 {"Model Name":"Mistral-Small-3.1-24B-Instruct-2503","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"24000000000","source_type":"Open-Source","summarization_PnSummary_rougeL_precision":0.1029257145,"summarization_PnSummary_rougeL_recall":0.4347811424,"summarization_PnSummary_rougeL_f1_score":0.1621438757,"nlg_score":0.1319091735}
 {"Model Name":"DeepSeek-R1-0528-Qwen3-8B","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"8190000000","source_type":"Open-Source","summarization_PnSummary_rougeL_precision":0.0833149314,"summarization_PnSummary_rougeL_recall":0.4027758903,"summarization_PnSummary_rougeL_f1_score":0.1338404051,"nlg_score":0.112015688}

leaderboard/boards_data/summarization_SamSUM-fa.jsonl

@@ -1,6 +1,10 @@
 {"Model Name":"claude-3-7-sonnet-20250219","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","summarization_SamSUM-fa_rougeL_precision":0.1538512444,"summarization_SamSUM-fa_rougeL_recall":0.3849531288,"summarization_SamSUM-fa_rougeL_f1_score":0.2115502707,"nlg_score":0.1779340777}
+{"Model Name":"gpt-oss:20b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","summarization_SamSUM-fa_rougeL_precision":0.1076131004,"summarization_SamSUM-fa_rougeL_recall":0.354952604,"summarization_SamSUM-fa_rougeL_f1_score":0.1578241504,"nlg_score":0.1334687319}
 {"Model Name":"gemma-3-4b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"4300000000","source_type":"Open-Source","summarization_SamSUM-fa_rougeL_precision":0.1638274716,"summarization_SamSUM-fa_rougeL_recall":0.3535878882,"summarization_SamSUM-fa_rougeL_f1_score":0.2134854664,"nlg_score":0.0949943578}
 {"Model Name":"c4ai-command-r-plus","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"104000000000","source_type":"Open-Source","summarization_SamSUM-fa_rougeL_precision":0.1591262985,"summarization_SamSUM-fa_rougeL_recall":0.4163090512,"summarization_SamSUM-fa_rougeL_f1_score":0.2208876443,"nlg_score":0.1880477876}
+{"Model Name":"gpt-5-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","summarization_SamSUM-fa_rougeL_precision":0.1553547312,"summarization_SamSUM-fa_rougeL_recall":0.3357735524,"summarization_SamSUM-fa_rougeL_f1_score":0.2045988783,"nlg_score":0.181552926}
+{"Model Name":"gpt-5-nano","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","summarization_SamSUM-fa_rougeL_precision":0.1387162197,"summarization_SamSUM-fa_rougeL_recall":0.3472256524,"summarization_SamSUM-fa_rougeL_f1_score":0.1899415698,"nlg_score":0.1643361642}
+{"Model Name":"gpt-oss:120b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","summarization_SamSUM-fa_rougeL_precision":0.1158613629,"summarization_SamSUM-fa_rougeL_recall":0.3578031642,"summarization_SamSUM-fa_rougeL_f1_score":0.168058919,"nlg_score":0.1454089411}
 {"Model Name":"gemma-3n-E4B-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"7850000000","source_type":"Open-Source","summarization_SamSUM-fa_rougeL_precision":0.1468362777,"summarization_SamSUM-fa_rougeL_recall":0.3858089513,"summarization_SamSUM-fa_rougeL_f1_score":0.2041300257,"nlg_score":0.0940241349}
 {"Model Name":"gpt-4.1","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","summarization_SamSUM-fa_rougeL_precision":0.1681357159,"summarization_SamSUM-fa_rougeL_recall":0.3567938895,"summarization_SamSUM-fa_rougeL_f1_score":0.2189693454,"nlg_score":0.194675133}
 {"Model Name":"o4-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","summarization_SamSUM-fa_rougeL_precision":null,"summarization_SamSUM-fa_rougeL_recall":null,"summarization_SamSUM-fa_rougeL_f1_score":null,"nlg_score":null}
@@ -8,6 +12,7 @@
 {"Model Name":"gemma-3-27b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"27400000000","source_type":"Open-Source","summarization_SamSUM-fa_rougeL_precision":0.1588367988,"summarization_SamSUM-fa_rougeL_recall":0.3735722635,"summarization_SamSUM-fa_rougeL_f1_score":0.2131671502,"nlg_score":0.1067134448}
 {"Model Name":"Qwen3-14B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"14800000000","source_type":"Open-Source","summarization_SamSUM-fa_rougeL_precision":0.1469468837,"summarization_SamSUM-fa_rougeL_recall":0.3743807014,"summarization_SamSUM-fa_rougeL_f1_score":0.2022859929,"nlg_score":0.16056333}
 {"Model Name":"Qwen3-32B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"32800000000","source_type":"Open-Source","summarization_SamSUM-fa_rougeL_precision":0.1514618398,"summarization_SamSUM-fa_rougeL_recall":0.3683020708,"summarization_SamSUM-fa_rougeL_f1_score":0.2063212948,"nlg_score":0.1679338638}
+{"Model Name":"llama4:scout","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"109000000000","source_type":"Open-Source","summarization_SamSUM-fa_rougeL_precision":0.1539866165,"summarization_SamSUM-fa_rougeL_recall":0.341409574,"summarization_SamSUM-fa_rougeL_f1_score":0.2007085976,"nlg_score":0.1567965528}
 {"Model Name":"claude-3-5-haiku-20241022","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","summarization_SamSUM-fa_rougeL_precision":0.1772724525,"summarization_SamSUM-fa_rougeL_recall":0.341583677,"summarization_SamSUM-fa_rougeL_f1_score":0.2233271064,"nlg_score":0.1089333827}
 {"Model Name":"Mistral-Small-3.1-24B-Instruct-2503","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"24000000000","source_type":"Open-Source","summarization_SamSUM-fa_rougeL_precision":0.147286408,"summarization_SamSUM-fa_rougeL_recall":0.4066657958,"summarization_SamSUM-fa_rougeL_f1_score":0.2072278176,"nlg_score":0.1319091735}
 {"Model Name":"DeepSeek-R1-0528-Qwen3-8B","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"8190000000","source_type":"Open-Source","summarization_SamSUM-fa_rougeL_precision":0.1137219495,"summarization_SamSUM-fa_rougeL_recall":0.3496708707,"summarization_SamSUM-fa_rougeL_f1_score":0.1628971148,"nlg_score":0.112015688}

leaderboard/boards_data/tone-classification_SynTone.jsonl

@@ -1,6 +1,10 @@
 {"Model Name":"claude-3-7-sonnet-20250219","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","tone-classification_SynTone_acc_modified":0.8198757764,"tone-classification_SynTone_precision_modified":0.8180456965,"tone-classification_SynTone_recall_modified":0.5977640757,"tone-classification_SynTone_fscore_modified":0.6364434216,"tone-classification_SynTone_acc":0.8859060403,"tone-classification_SynTone_precision":0.8839285714,"tone-classification_SynTone_recall":0.6459061489,"tone-classification_SynTone_fscore":0.68770061,"tone-classification_SynTone_valid_output_ratio":0.9254658385,"nlu_score":0.7143086066}
+{"Model Name":"gpt-oss:20b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","tone-classification_SynTone_acc_modified":0.801242236,"tone-classification_SynTone_precision_modified":0.6325567597,"tone-classification_SynTone_recall_modified":0.5106323908,"tone-classification_SynTone_fscore_modified":0.5211970678,"tone-classification_SynTone_acc":0.8164556962,"tone-classification_SynTone_precision":0.6445673311,"tone-classification_SynTone_recall":0.5203279425,"tone-classification_SynTone_fscore":0.5310932146,"tone-classification_SynTone_valid_output_ratio":0.9813664596,"nlu_score":0.628506628}
 {"Model Name":"gemma-3-4b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"4300000000","source_type":"Open-Source","tone-classification_SynTone_acc_modified":0.5031055901,"tone-classification_SynTone_precision_modified":0.5228364877,"tone-classification_SynTone_recall_modified":0.5168736971,"tone-classification_SynTone_fscore_modified":0.4644759375,"tone-classification_SynTone_acc":0.5094339623,"tone-classification_SynTone_precision":0.5294130473,"tone-classification_SynTone_recall":0.523375253,"tone-classification_SynTone_fscore":0.4703184021,"tone-classification_SynTone_valid_output_ratio":0.9875776398,"nlu_score":0.6241793507}
 {"Model Name":"c4ai-command-r-plus","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"104000000000","source_type":"Open-Source","tone-classification_SynTone_acc_modified":0.6770186335,"tone-classification_SynTone_precision_modified":0.6041666667,"tone-classification_SynTone_recall_modified":0.5499765318,"tone-classification_SynTone_fscore_modified":0.5393404488,"tone-classification_SynTone_acc":0.6770186335,"tone-classification_SynTone_precision":0.6041666667,"tone-classification_SynTone_recall":0.5499765318,"tone-classification_SynTone_fscore":0.5393404488,"tone-classification_SynTone_valid_output_ratio":1.0,"nlu_score":0.6297634971}
+{"Model Name":"gpt-5-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","tone-classification_SynTone_acc_modified":0.8944099379,"tone-classification_SynTone_precision_modified":0.8288135593,"tone-classification_SynTone_recall_modified":0.6730414747,"tone-classification_SynTone_fscore_modified":0.7238560859,"tone-classification_SynTone_acc":0.8944099379,"tone-classification_SynTone_precision":0.8288135593,"tone-classification_SynTone_recall":0.6730414747,"tone-classification_SynTone_fscore":0.7238560859,"tone-classification_SynTone_valid_output_ratio":1.0,"nlu_score":0.7144353486}
+{"Model Name":"gpt-5-nano","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","tone-classification_SynTone_acc_modified":0.8447204969,"tone-classification_SynTone_precision_modified":0.6820625483,"tone-classification_SynTone_recall_modified":0.5681634349,"tone-classification_SynTone_fscore_modified":0.579448271,"tone-classification_SynTone_acc":0.85,"tone-classification_SynTone_precision":0.6863254393,"tone-classification_SynTone_recall":0.5717144564,"tone-classification_SynTone_fscore":0.5830698227,"tone-classification_SynTone_valid_output_ratio":0.9937888199,"nlu_score":0.6749652797}
+{"Model Name":"gpt-oss:120b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","tone-classification_SynTone_acc_modified":0.850931677,"tone-classification_SynTone_precision_modified":0.7155244384,"tone-classification_SynTone_recall_modified":0.5926267281,"tone-classification_SynTone_fscore_modified":0.6120058392,"tone-classification_SynTone_acc":0.850931677,"tone-classification_SynTone_precision":0.7155244384,"tone-classification_SynTone_recall":0.5926267281,"tone-classification_SynTone_fscore":0.6120058392,"tone-classification_SynTone_valid_output_ratio":1.0,"nlu_score":0.6552939868}
 {"Model Name":"gemma-3n-E4B-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"7850000000","source_type":"Open-Source","tone-classification_SynTone_acc_modified":0.5776397516,"tone-classification_SynTone_precision_modified":0.4784671979,"tone-classification_SynTone_recall_modified":0.4996211806,"tone-classification_SynTone_fscore_modified":0.4487276462,"tone-classification_SynTone_acc":0.5849056604,"tone-classification_SynTone_precision":0.4844856532,"tone-classification_SynTone_recall":0.5059057238,"tone-classification_SynTone_fscore":0.4543720191,"tone-classification_SynTone_valid_output_ratio":0.9875776398,"nlu_score":0.6552152029}
 {"Model Name":"gpt-4.1","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","tone-classification_SynTone_acc_modified":0.9130434783,"tone-classification_SynTone_precision_modified":0.8396595026,"tone-classification_SynTone_recall_modified":0.7058371736,"tone-classification_SynTone_fscore_modified":0.748745873,"tone-classification_SynTone_acc":0.9130434783,"tone-classification_SynTone_precision":0.8396595026,"tone-classification_SynTone_recall":0.7058371736,"tone-classification_SynTone_fscore":0.748745873,"tone-classification_SynTone_valid_output_ratio":1.0,"nlu_score":0.6758278127}
 {"Model Name":"o4-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","tone-classification_SynTone_acc_modified":null,"tone-classification_SynTone_precision_modified":null,"tone-classification_SynTone_recall_modified":null,"tone-classification_SynTone_fscore_modified":null,"tone-classification_SynTone_acc":null,"tone-classification_SynTone_precision":null,"tone-classification_SynTone_recall":null,"tone-classification_SynTone_fscore":null,"tone-classification_SynTone_valid_output_ratio":null,"nlu_score":null}
@@ -8,6 +12,7 @@
 {"Model Name":"gemma-3-27b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"27400000000","source_type":"Open-Source","tone-classification_SynTone_acc_modified":0.7888198758,"tone-classification_SynTone_precision_modified":0.6529418051,"tone-classification_SynTone_recall_modified":0.7187467998,"tone-classification_SynTone_fscore_modified":0.6745690521,"tone-classification_SynTone_acc":0.7888198758,"tone-classification_SynTone_precision":0.6529418051,"tone-classification_SynTone_recall":0.7187467998,"tone-classification_SynTone_fscore":0.6745690521,"tone-classification_SynTone_valid_output_ratio":1.0,"nlu_score":0.6898261633}
 {"Model Name":"Qwen3-14B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"14800000000","source_type":"Open-Source","tone-classification_SynTone_acc_modified":0.4968944099,"tone-classification_SynTone_precision_modified":0.5363835928,"tone-classification_SynTone_recall_modified":0.5772956136,"tone-classification_SynTone_fscore_modified":0.4755414981,"tone-classification_SynTone_acc":0.4968944099,"tone-classification_SynTone_precision":0.5363835928,"tone-classification_SynTone_recall":0.5772956136,"tone-classification_SynTone_fscore":0.4755414981,"tone-classification_SynTone_valid_output_ratio":1.0,"nlu_score":0.6460328733}
 {"Model Name":"Qwen3-32B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"32800000000","source_type":"Open-Source","tone-classification_SynTone_acc_modified":0.8074534161,"tone-classification_SynTone_precision_modified":0.6799424424,"tone-classification_SynTone_recall_modified":0.6338304318,"tone-classification_SynTone_fscore_modified":0.6490392995,"tone-classification_SynTone_acc":0.8074534161,"tone-classification_SynTone_precision":0.6799424424,"tone-classification_SynTone_recall":0.6338304318,"tone-classification_SynTone_fscore":0.6490392995,"tone-classification_SynTone_valid_output_ratio":1.0,"nlu_score":0.6714091535}
+{"Model Name":"llama4:scout","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"109000000000","source_type":"Open-Source","tone-classification_SynTone_acc_modified":0.0310559006,"tone-classification_SynTone_precision_modified":0.0155279503,"tone-classification_SynTone_recall_modified":0.0186335404,"tone-classification_SynTone_fscore_modified":0.0169395822,"tone-classification_SynTone_acc":0.8333333333,"tone-classification_SynTone_precision":0.4166666667,"tone-classification_SynTone_recall":0.5,"tone-classification_SynTone_fscore":0.4545454545,"tone-classification_SynTone_valid_output_ratio":0.0372670807,"nlu_score":0.4086928082}
 {"Model Name":"claude-3-5-haiku-20241022","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","tone-classification_SynTone_acc_modified":0.0,"tone-classification_SynTone_precision_modified":0.0,"tone-classification_SynTone_recall_modified":0.0,"tone-classification_SynTone_fscore_modified":0.0,"tone-classification_SynTone_acc":0.0,"tone-classification_SynTone_precision":0.0,"tone-classification_SynTone_recall":0.0,"tone-classification_SynTone_fscore":0.0,"tone-classification_SynTone_valid_output_ratio":0.0,"nlu_score":0.3749414991}
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leaderboard/boards_data/topic-classification_sid.jsonl

@@ -1,6 +1,10 @@
 {"Model Name":"claude-3-7-sonnet-20250219","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","topic-classification_sid_acc_modified":0.792,"topic-classification_sid_precision_modified":0.662532811,"topic-classification_sid_recall_modified":0.6635073397,"topic-classification_sid_fscore_modified":0.6583038933,"topic-classification_sid_acc":0.792,"topic-classification_sid_precision":0.662532811,"topic-classification_sid_recall":0.6635073397,"topic-classification_sid_fscore":0.6583038933,"topic-classification_sid_valid_output_ratio":1.0,"nlu_score":0.7143086066}
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 {"Model Name":"gemma-3n-E4B-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"7850000000","source_type":"Open-Source","topic-classification_sid_acc_modified":0.458,"topic-classification_sid_precision_modified":0.3928192753,"topic-classification_sid_recall_modified":0.4072039595,"topic-classification_sid_fscore_modified":0.3544902396,"topic-classification_sid_acc":0.6378830084,"topic-classification_sid_precision":0.5471020547,"topic-classification_sid_recall":0.5671364338,"topic-classification_sid_fscore":0.4937189966,"topic-classification_sid_valid_output_ratio":0.718,"nlu_score":0.6552152029}
 {"Model Name":"gpt-4.1","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","topic-classification_sid_acc_modified":0.748,"topic-classification_sid_precision_modified":0.6428566774,"topic-classification_sid_recall_modified":0.6633522535,"topic-classification_sid_fscore_modified":0.628605048,"topic-classification_sid_acc":0.748,"topic-classification_sid_precision":0.6428566774,"topic-classification_sid_recall":0.6633522535,"topic-classification_sid_fscore":0.628605048,"topic-classification_sid_valid_output_ratio":1.0,"nlu_score":0.6758278127}
 {"Model Name":"o4-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","topic-classification_sid_acc_modified":null,"topic-classification_sid_precision_modified":null,"topic-classification_sid_recall_modified":null,"topic-classification_sid_fscore_modified":null,"topic-classification_sid_acc":null,"topic-classification_sid_precision":null,"topic-classification_sid_recall":null,"topic-classification_sid_fscore":null,"topic-classification_sid_valid_output_ratio":null,"nlu_score":null}
@@ -8,6 +12,7 @@
 {"Model Name":"gemma-3-27b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"27400000000","source_type":"Open-Source","topic-classification_sid_acc_modified":0.702,"topic-classification_sid_precision_modified":0.6070538637,"topic-classification_sid_recall_modified":0.5902772191,"topic-classification_sid_fscore_modified":0.5805725473,"topic-classification_sid_acc":0.7076612903,"topic-classification_sid_precision":0.6119494594,"topic-classification_sid_recall":0.5950375192,"topic-classification_sid_fscore":0.585254584,"topic-classification_sid_valid_output_ratio":0.992,"nlu_score":0.6898261633}
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 {"Model Name":"Qwen3-32B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"32800000000","source_type":"Open-Source","topic-classification_sid_acc_modified":0.742,"topic-classification_sid_precision_modified":0.6167254178,"topic-classification_sid_recall_modified":0.6125584783,"topic-classification_sid_fscore_modified":0.5990165281,"topic-classification_sid_acc":0.7449799197,"topic-classification_sid_precision":0.6192022267,"topic-classification_sid_recall":0.6150185525,"topic-classification_sid_fscore":0.6014222169,"topic-classification_sid_valid_output_ratio":0.996,"nlu_score":0.6714091535}
+{"Model Name":"llama4:scout","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"109000000000","source_type":"Open-Source","topic-classification_sid_acc_modified":0.62,"topic-classification_sid_precision_modified":0.5570257373,"topic-classification_sid_recall_modified":0.5619595288,"topic-classification_sid_fscore_modified":0.5217673603,"topic-classification_sid_acc":0.6540084388,"topic-classification_sid_precision":0.5875798917,"topic-classification_sid_recall":0.5927843131,"topic-classification_sid_fscore":0.5503875108,"topic-classification_sid_valid_output_ratio":0.948,"nlu_score":0.4086928082}
 {"Model Name":"claude-3-5-haiku-20241022","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","topic-classification_sid_acc_modified":0.75,"topic-classification_sid_precision_modified":0.6327306402,"topic-classification_sid_recall_modified":0.6347455045,"topic-classification_sid_fscore_modified":0.6231971632,"topic-classification_sid_acc":0.75,"topic-classification_sid_precision":0.6327306402,"topic-classification_sid_recall":0.6347455045,"topic-classification_sid_fscore":0.6231971632,"topic-classification_sid_valid_output_ratio":1.0,"nlu_score":0.3749414991}
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leaderboard/boards_data/translation-ar2fa_ar2fa.jsonl

@@ -1,6 +1,10 @@
 {"Model Name":"claude-3-7-sonnet-20250219","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","translation-ar2fa_ar2fa_bleu":0.1471879954,"translation-ar2fa_ar2fa_sahife_bleu":0.1294214814,"translation-ar2fa_ar2fa_nahj_bleu":0.0642841927,"translation-ar2fa_ar2fa_quran_bleu":0.2437131219,"nlg_score":0.1779340777}
+{"Model Name":"gpt-oss:20b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","translation-ar2fa_ar2fa_bleu":0.0704966071,"translation-ar2fa_ar2fa_sahife_bleu":0.0675578984,"translation-ar2fa_ar2fa_nahj_bleu":0.042116411,"translation-ar2fa_ar2fa_quran_bleu":0.1003965021,"nlg_score":0.1334687319}
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 {"Model Name":"c4ai-command-r-plus","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"104000000000","source_type":"Open-Source","translation-ar2fa_ar2fa_bleu":0.1414109272,"translation-ar2fa_ar2fa_sahife_bleu":0.136408042,"translation-ar2fa_ar2fa_nahj_bleu":0.0653197648,"translation-ar2fa_ar2fa_quran_bleu":0.2187004167,"nlg_score":0.1880477876}
+{"Model Name":"gpt-5-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","translation-ar2fa_ar2fa_bleu":0.1334075162,"translation-ar2fa_ar2fa_sahife_bleu":0.1143867102,"translation-ar2fa_ar2fa_nahj_bleu":0.063272709,"translation-ar2fa_ar2fa_quran_bleu":0.2190563892,"nlg_score":0.181552926}
+{"Model Name":"gpt-5-nano","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","translation-ar2fa_ar2fa_bleu":0.1183647194,"translation-ar2fa_ar2fa_sahife_bleu":0.0905358622,"translation-ar2fa_ar2fa_nahj_bleu":0.0522591914,"translation-ar2fa_ar2fa_quran_bleu":0.2089938281,"nlg_score":0.1643361642}
+{"Model Name":"gpt-oss:120b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","translation-ar2fa_ar2fa_bleu":0.0975905866,"translation-ar2fa_ar2fa_sahife_bleu":0.0824300354,"translation-ar2fa_ar2fa_nahj_bleu":0.0513812903,"translation-ar2fa_ar2fa_quran_bleu":0.1566499693,"nlg_score":0.1454089411}
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@@ -8,6 +12,7 @@
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 {"Model Name":"claude-3-5-haiku-20241022","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","translation-ar2fa_ar2fa_bleu":0.0581992714,"translation-ar2fa_ar2fa_sahife_bleu":0.0540221076,"translation-ar2fa_ar2fa_nahj_bleu":0.0233017704,"translation-ar2fa_ar2fa_quran_bleu":0.095529061,"nlg_score":0.1089333827}
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leaderboard/boards_data/translation-en2fa_en2fa.jsonl

@@ -1,6 +1,10 @@
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+{"Model Name":"gpt-5-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","translation-en2fa_en2fa_bleu":0.1757431213,"translation-en2fa_en2fa_epoque_bleu":0.3745398253,"translation-en2fa_en2fa_mizan_bleu":0.1640890656,"translation-en2fa_en2fa_quran_bleu":0.1377843747,"translation-en2fa_en2fa_sahife_bleu":0.0895949257,"translation-en2fa_en2fa_nahj_bleu":0.0437585905,"translation-en2fa_en2fa_tep_bleu":0.0679088622,"nlg_score":0.181552926}
+{"Model Name":"gpt-5-nano","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","translation-en2fa_en2fa_bleu":0.1700971031,"translation-en2fa_en2fa_epoque_bleu":0.3619925896,"translation-en2fa_en2fa_mizan_bleu":0.1638764762,"translation-en2fa_en2fa_quran_bleu":0.1169026899,"translation-en2fa_en2fa_sahife_bleu":0.0785107337,"translation-en2fa_en2fa_nahj_bleu":0.0463016599,"translation-en2fa_en2fa_tep_bleu":0.0704424388,"nlg_score":0.1643361642}
+{"Model Name":"gpt-oss:120b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","translation-en2fa_en2fa_bleu":0.1608795131,"translation-en2fa_en2fa_epoque_bleu":0.3578688062,"translation-en2fa_en2fa_mizan_bleu":0.1485917499,"translation-en2fa_en2fa_quran_bleu":0.094218512,"translation-en2fa_en2fa_sahife_bleu":0.0778161632,"translation-en2fa_en2fa_nahj_bleu":0.0434765061,"translation-en2fa_en2fa_tep_bleu":0.0618688381,"nlg_score":0.1454089411}
 {"Model Name":"gemma-3n-E4B-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"7850000000","source_type":"Open-Source","translation-en2fa_en2fa_bleu":0.0600629844,"translation-en2fa_en2fa_epoque_bleu":0.1538216141,"translation-en2fa_en2fa_mizan_bleu":0.0548001026,"translation-en2fa_en2fa_quran_bleu":0.0217436833,"translation-en2fa_en2fa_sahife_bleu":0.0205645274,"translation-en2fa_en2fa_nahj_bleu":0.0172427415,"translation-en2fa_en2fa_tep_bleu":0.0093260061,"nlg_score":0.0940241349}
 {"Model Name":"gpt-4.1","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","translation-en2fa_en2fa_bleu":0.1974288311,"translation-en2fa_en2fa_epoque_bleu":0.4102902123,"translation-en2fa_en2fa_mizan_bleu":0.1898606624,"translation-en2fa_en2fa_quran_bleu":0.1638084791,"translation-en2fa_en2fa_sahife_bleu":0.1095493859,"translation-en2fa_en2fa_nahj_bleu":0.0487097316,"translation-en2fa_en2fa_tep_bleu":0.0737497745,"nlg_score":0.194675133}
 {"Model Name":"o4-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","translation-en2fa_en2fa_bleu":null,"translation-en2fa_en2fa_epoque_bleu":null,"translation-en2fa_en2fa_mizan_bleu":null,"translation-en2fa_en2fa_quran_bleu":null,"translation-en2fa_en2fa_sahife_bleu":null,"translation-en2fa_en2fa_nahj_bleu":null,"translation-en2fa_en2fa_tep_bleu":null,"nlg_score":null}
@@ -8,6 +12,7 @@
 {"Model Name":"gemma-3-27b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"27400000000","source_type":"Open-Source","translation-en2fa_en2fa_bleu":0.0439502467,"translation-en2fa_en2fa_epoque_bleu":0.0932804064,"translation-en2fa_en2fa_mizan_bleu":0.0446467932,"translation-en2fa_en2fa_quran_bleu":0.0435800727,"translation-en2fa_en2fa_sahife_bleu":0.0197005921,"translation-en2fa_en2fa_nahj_bleu":0.0132822652,"translation-en2fa_en2fa_tep_bleu":0.0087342692,"nlg_score":0.1067134448}
 {"Model Name":"Qwen3-14B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"14800000000","source_type":"Open-Source","translation-en2fa_en2fa_bleu":0.1535253787,"translation-en2fa_en2fa_epoque_bleu":0.3553678809,"translation-en2fa_en2fa_mizan_bleu":0.1285441922,"translation-en2fa_en2fa_quran_bleu":0.0857809616,"translation-en2fa_en2fa_sahife_bleu":0.0787025343,"translation-en2fa_en2fa_nahj_bleu":0.0404850935,"translation-en2fa_en2fa_tep_bleu":0.0586129062,"nlg_score":0.16056333}
 {"Model Name":"Qwen3-32B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"32800000000","source_type":"Open-Source","translation-en2fa_en2fa_bleu":0.1623218856,"translation-en2fa_en2fa_epoque_bleu":0.3677879105,"translation-en2fa_en2fa_mizan_bleu":0.147599732,"translation-en2fa_en2fa_quran_bleu":0.0938457658,"translation-en2fa_en2fa_sahife_bleu":0.0698903005,"translation-en2fa_en2fa_nahj_bleu":0.0435129812,"translation-en2fa_en2fa_tep_bleu":0.0620337306,"nlg_score":0.1679338638}
+{"Model Name":"llama4:scout","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"109000000000","source_type":"Open-Source","translation-en2fa_en2fa_bleu":0.1694667296,"translation-en2fa_en2fa_epoque_bleu":0.3980975238,"translation-en2fa_en2fa_mizan_bleu":0.1400810731,"translation-en2fa_en2fa_quran_bleu":0.1173019123,"translation-en2fa_en2fa_sahife_bleu":0.0758825134,"translation-en2fa_en2fa_nahj_bleu":0.0380397952,"translation-en2fa_en2fa_tep_bleu":0.05711699,"nlg_score":0.1567965528}
 {"Model Name":"claude-3-5-haiku-20241022","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","translation-en2fa_en2fa_bleu":0.056370201,"translation-en2fa_en2fa_epoque_bleu":0.1154392548,"translation-en2fa_en2fa_mizan_bleu":0.0484324583,"translation-en2fa_en2fa_quran_bleu":0.0612465488,"translation-en2fa_en2fa_sahife_bleu":0.0466818991,"translation-en2fa_en2fa_nahj_bleu":0.0218444477,"translation-en2fa_en2fa_tep_bleu":0.0118186665,"nlg_score":0.1089333827}
 {"Model Name":"Mistral-Small-3.1-24B-Instruct-2503","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"24000000000","source_type":"Open-Source","translation-en2fa_en2fa_bleu":0.1458447378,"translation-en2fa_en2fa_epoque_bleu":0.3541508677,"translation-en2fa_en2fa_mizan_bleu":0.1259468635,"translation-en2fa_en2fa_quran_bleu":0.0887225632,"translation-en2fa_en2fa_sahife_bleu":0.0672732746,"translation-en2fa_en2fa_nahj_bleu":0.0407327793,"translation-en2fa_en2fa_tep_bleu":0.0293172873,"nlg_score":0.1319091735}
 {"Model Name":"DeepSeek-R1-0528-Qwen3-8B","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"8190000000","source_type":"Open-Source","translation-en2fa_en2fa_bleu":0.111865825,"translation-en2fa_en2fa_epoque_bleu":0.2732051575,"translation-en2fa_en2fa_mizan_bleu":0.0868500698,"translation-en2fa_en2fa_quran_bleu":0.0529852068,"translation-en2fa_en2fa_sahife_bleu":0.0502293343,"translation-en2fa_en2fa_nahj_bleu":0.0322064942,"translation-en2fa_en2fa_tep_bleu":0.0404507778,"nlg_score":0.112015688}

leaderboard/boards_data/translation-fa2ar_fa2ar.jsonl

@@ -1,6 +1,10 @@
 {"Model Name":"claude-3-7-sonnet-20250219","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","translation-fa2ar_fa2ar_bleu":0.0761269879,"translation-fa2ar_fa2ar_nahj_bleu":0.0321440801,"translation-fa2ar_fa2ar_sahife_bleu":0.0613632957,"translation-fa2ar_fa2ar_quran_bleu":0.134873588,"nlg_score":0.1779340777}
+{"Model Name":"gpt-oss:20b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","translation-fa2ar_fa2ar_bleu":0.0287298887,"translation-fa2ar_fa2ar_nahj_bleu":0.025061663,"translation-fa2ar_fa2ar_sahife_bleu":0.0355711393,"translation-fa2ar_fa2ar_quran_bleu":0.0255568639,"nlg_score":0.1334687319}
 {"Model Name":"gemma-3-4b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"4300000000","source_type":"Open-Source","translation-fa2ar_fa2ar_bleu":0.0067928767,"translation-fa2ar_fa2ar_nahj_bleu":0.0056689454,"translation-fa2ar_fa2ar_sahife_bleu":0.009024465,"translation-fa2ar_fa2ar_quran_bleu":0.0056852198,"nlg_score":0.0949943578}
 {"Model Name":"c4ai-command-r-plus","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"104000000000","source_type":"Open-Source","translation-fa2ar_fa2ar_bleu":0.0922998074,"translation-fa2ar_fa2ar_nahj_bleu":0.0511154919,"translation-fa2ar_fa2ar_sahife_bleu":0.0589808221,"translation-fa2ar_fa2ar_quran_bleu":0.1668031083,"nlg_score":0.1880477876}
+{"Model Name":"gpt-5-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","translation-fa2ar_fa2ar_bleu":0.0720575119,"translation-fa2ar_fa2ar_nahj_bleu":0.037394526,"translation-fa2ar_fa2ar_sahife_bleu":0.0636064419,"translation-fa2ar_fa2ar_quran_bleu":0.1151715676,"nlg_score":0.181552926}
+{"Model Name":"gpt-5-nano","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","translation-fa2ar_fa2ar_bleu":0.0564204856,"translation-fa2ar_fa2ar_nahj_bleu":0.0345882932,"translation-fa2ar_fa2ar_sahife_bleu":0.0554604649,"translation-fa2ar_fa2ar_quran_bleu":0.0792126988,"nlg_score":0.1643361642}
+{"Model Name":"gpt-oss:120b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","translation-fa2ar_fa2ar_bleu":0.0374749811,"translation-fa2ar_fa2ar_nahj_bleu":0.0275129836,"translation-fa2ar_fa2ar_sahife_bleu":0.0412173132,"translation-fa2ar_fa2ar_quran_bleu":0.0436946465,"nlg_score":0.1454089411}
 {"Model Name":"gemma-3n-E4B-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"7850000000","source_type":"Open-Source","translation-fa2ar_fa2ar_bleu":0.0086214593,"translation-fa2ar_fa2ar_nahj_bleu":0.006894051,"translation-fa2ar_fa2ar_sahife_bleu":0.009695506,"translation-fa2ar_fa2ar_quran_bleu":0.0092748209,"nlg_score":0.0940241349}
 {"Model Name":"gpt-4.1","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","translation-fa2ar_fa2ar_bleu":0.0827618418,"translation-fa2ar_fa2ar_nahj_bleu":0.038434531,"translation-fa2ar_fa2ar_sahife_bleu":0.0781455938,"translation-fa2ar_fa2ar_quran_bleu":0.1317054007,"nlg_score":0.194675133}
 {"Model Name":"o4-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","translation-fa2ar_fa2ar_bleu":null,"translation-fa2ar_fa2ar_nahj_bleu":null,"translation-fa2ar_fa2ar_sahife_bleu":null,"translation-fa2ar_fa2ar_quran_bleu":null,"nlg_score":null}
@@ -8,6 +12,7 @@
 {"Model Name":"gemma-3-27b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"27400000000","source_type":"Open-Source","translation-fa2ar_fa2ar_bleu":0.0100630648,"translation-fa2ar_fa2ar_nahj_bleu":0.0071647909,"translation-fa2ar_fa2ar_sahife_bleu":0.0101185743,"translation-fa2ar_fa2ar_quran_bleu":0.0129058292,"nlg_score":0.1067134448}
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+{"Model Name":"llama4:scout","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"109000000000","source_type":"Open-Source","translation-fa2ar_fa2ar_bleu":0.0548753777,"translation-fa2ar_fa2ar_nahj_bleu":0.0318327001,"translation-fa2ar_fa2ar_sahife_bleu":0.0567893259,"translation-fa2ar_fa2ar_quran_bleu":0.076004107,"nlg_score":0.1567965528}
 {"Model Name":"claude-3-5-haiku-20241022","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","translation-fa2ar_fa2ar_bleu":0.0331262129,"translation-fa2ar_fa2ar_nahj_bleu":0.0202107323,"translation-fa2ar_fa2ar_sahife_bleu":0.0280883311,"translation-fa2ar_fa2ar_quran_bleu":0.0510795752,"nlg_score":0.1089333827}
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leaderboard/boards_data/translation-fa2en_fa2en.jsonl

@@ -1,6 +1,10 @@
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+{"Model Name":"gpt-oss:20b","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"20000000000","source_type":"Open-Source","translation-fa2en_fa2en_bleu":0.1811060704,"translation-fa2en_fa2en_tep_bleu":0.1180786789,"translation-fa2en_fa2en_mizan_bleu":0.1503794353,"translation-fa2en_fa2en_quran_bleu":0.1042682142,"translation-fa2en_fa2en_epoque_bleu":0.3794274854,"translation-fa2en_fa2en_nahj_bleu":0.0641545233,"translation-fa2en_fa2en_sahife_bleu":0.0772362522,"nlg_score":0.1334687319}
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 {"Model Name":"gemma-3n-E4B-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"7850000000","source_type":"Open-Source","translation-fa2en_fa2en_bleu":0.0196181945,"translation-fa2en_fa2en_tep_bleu":0.0101636027,"translation-fa2en_fa2en_mizan_bleu":0.0153753718,"translation-fa2en_fa2en_quran_bleu":0.0231110679,"translation-fa2en_fa2en_epoque_bleu":0.0359429205,"translation-fa2en_fa2en_nahj_bleu":0.0119451943,"translation-fa2en_fa2en_sahife_bleu":0.0117936527,"nlg_score":0.0940241349}
 {"Model Name":"gpt-4.1","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","translation-fa2en_fa2en_bleu":0.2307102128,"translation-fa2en_fa2en_tep_bleu":0.1527807458,"translation-fa2en_fa2en_mizan_bleu":0.1927067243,"translation-fa2en_fa2en_quran_bleu":0.1628198329,"translation-fa2en_fa2en_epoque_bleu":0.4676472481,"translation-fa2en_fa2en_nahj_bleu":0.0810494281,"translation-fa2en_fa2en_sahife_bleu":0.1009417344,"nlg_score":0.194675133}
 {"Model Name":"o4-mini","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","translation-fa2en_fa2en_bleu":null,"translation-fa2en_fa2en_tep_bleu":null,"translation-fa2en_fa2en_mizan_bleu":null,"translation-fa2en_fa2en_quran_bleu":null,"translation-fa2en_fa2en_epoque_bleu":null,"translation-fa2en_fa2en_nahj_bleu":null,"translation-fa2en_fa2en_sahife_bleu":null,"nlg_score":null}
@@ -8,6 +12,7 @@
 {"Model Name":"gemma-3-27b-it","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"27400000000","source_type":"Open-Source","translation-fa2en_fa2en_bleu":0.0199585579,"translation-fa2en_fa2en_tep_bleu":0.0097804397,"translation-fa2en_fa2en_mizan_bleu":0.0144809896,"translation-fa2en_fa2en_quran_bleu":0.0259691427,"translation-fa2en_fa2en_epoque_bleu":0.0345304173,"translation-fa2en_fa2en_nahj_bleu":0.0150589625,"translation-fa2en_fa2en_sahife_bleu":0.0157047184,"nlg_score":0.1067134448}
 {"Model Name":"Qwen3-14B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"14800000000","source_type":"Open-Source","translation-fa2en_fa2en_bleu":0.2145488085,"translation-fa2en_fa2en_tep_bleu":0.1307272464,"translation-fa2en_fa2en_mizan_bleu":0.1697754862,"translation-fa2en_fa2en_quran_bleu":0.1552415558,"translation-fa2en_fa2en_epoque_bleu":0.4513682579,"translation-fa2en_fa2en_nahj_bleu":0.0842673472,"translation-fa2en_fa2en_sahife_bleu":0.0853787118,"nlg_score":0.16056333}
 {"Model Name":"Qwen3-32B","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"32800000000","source_type":"Open-Source","translation-fa2en_fa2en_bleu":0.217991447,"translation-fa2en_fa2en_tep_bleu":0.1271542443,"translation-fa2en_fa2en_mizan_bleu":0.1728081337,"translation-fa2en_fa2en_quran_bleu":0.158860515,"translation-fa2en_fa2en_epoque_bleu":0.4572670962,"translation-fa2en_fa2en_nahj_bleu":0.0902445729,"translation-fa2en_fa2en_sahife_bleu":0.0945000287,"nlg_score":0.1679338638}
+{"Model Name":"llama4:scout","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"109000000000","source_type":"Open-Source","translation-fa2en_fa2en_bleu":0.1909462413,"translation-fa2en_fa2en_tep_bleu":0.1038996524,"translation-fa2en_fa2en_mizan_bleu":0.1513900262,"translation-fa2en_fa2en_quran_bleu":0.129609905,"translation-fa2en_fa2en_epoque_bleu":0.4266734606,"translation-fa2en_fa2en_nahj_bleu":0.0619630431,"translation-fa2en_fa2en_sahife_bleu":0.0584029483,"nlg_score":0.1567965528}
 {"Model Name":"claude-3-5-haiku-20241022","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"None","source_type":"Closed-Source","translation-fa2en_fa2en_bleu":0.0691353117,"translation-fa2en_fa2en_tep_bleu":0.0320908261,"translation-fa2en_fa2en_mizan_bleu":0.0535229905,"translation-fa2en_fa2en_quran_bleu":0.0800143919,"translation-fa2en_fa2en_epoque_bleu":0.133977443,"translation-fa2en_fa2en_nahj_bleu":0.0362958954,"translation-fa2en_fa2en_sahife_bleu":0.0393317574,"nlg_score":0.1089333827}
 {"Model Name":"Mistral-Small-3.1-24B-Instruct-2503","thinking_method":"❌","model_url":"https:\/\/google.com","parameters_count":"24000000000","source_type":"Open-Source","translation-fa2en_fa2en_bleu":0.1451163884,"translation-fa2en_fa2en_tep_bleu":0.0393307601,"translation-fa2en_fa2en_mizan_bleu":0.1009347025,"translation-fa2en_fa2en_quran_bleu":0.0929688918,"translation-fa2en_fa2en_epoque_bleu":0.3660914464,"translation-fa2en_fa2en_nahj_bleu":0.0536507876,"translation-fa2en_fa2en_sahife_bleu":0.05038339,"nlg_score":0.1319091735}
 {"Model Name":"DeepSeek-R1-0528-Qwen3-8B","thinking_method":"✔️","model_url":"https:\/\/google.com","parameters_count":"8190000000","source_type":"Open-Source","translation-fa2en_fa2en_bleu":0.1249013271,"translation-fa2en_fa2en_tep_bleu":0.0564543942,"translation-fa2en_fa2en_mizan_bleu":0.0739643668,"translation-fa2en_fa2en_quran_bleu":0.0677317381,"translation-fa2en_fa2en_epoque_bleu":0.3111968032,"translation-fa2en_fa2en_nahj_bleu":0.0523541092,"translation-fa2en_fa2en_sahife_bleu":0.0479821907,"nlg_score":0.112015688}

leaderboard/leaderboard_config.yaml

@@ -241,6 +241,31 @@ model_display_configs:
     url: "https://huggingface.co/deepseek-ai/DeepSeek-R1-0528-Qwen3-8B"
     thinking: "✔️" # Sure
 
+  "gpt-5-mini":
+    display_name: "GPT-5 Mini"
+    url: "https://openai.com/index/introducing-gpt-5/"
+    thinking: "✔️"
+
+  "gpt-5-nano":
+    display_name: "GPT-5 Nano"
+    url: "https://openai.com/index/introducing-gpt-5/"
+    thinking: "✔️"
+
+  "gpt-oss:120b":
+    display_name: "GPT-OSS 120B"
+    url: "https://openai.com/index/introducing-gpt-oss/"
+    thinking: "✔️"
+
+  "gpt-oss:20b":
+    display_name: "GPT-OSS 20B"
+    url: "https://openai.com/index/introducing-gpt-oss/"
+    thinking: "✔️"
+
+  "llama4:scout":
+    display_name: "Llama 4 Scout"
+    url: "https://ai.meta.com/blog/llama-4-multimodal-intelligence/"
+    thinking: "❌"
+
   # Add one entry for each model whose display name or URL you want to customize.
   # If a model ID from your data is not listed here, its raw ID will be used as its name.