Model: yixuan-chia/snowflake-arctic-embed-m-v1.5-Q4_K_M-GGUF
Author: yixuan-chia
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, gguf, feature-extraction, sentence-similarity, mteb, arctic, snowflake-arctic-embed, transformers.js, llama-cpp, gguf-my-repo, base_model:Snowflake/snowflake-arctic-embed-m-v1.5, base_model:quantized:Snowflake/snowflake-arctic-embed-m-v1.5, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (quantized): id: Snowflake/snowflake-arctic-embed-m-v1.5
Card metadata: base_model: Snowflake/snowflake-arctic-embed-m-v1.5
license: apache-2.0
pipeline_tag: sentence-similarity
tags: sentence-transformers, feature-extraction, sentence-similarity, mteb, arctic, snowflake-arctic-embed, transformers.js, llama-cpp, gguf-my-repo
model-index: name: snowflake-arctic-embed-m-v1.5
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type: mteb/arguana
config: default
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verified: no, type: v_measure_std
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verified: no, task: type: Clustering
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config: default
split: test
revision: 258694dd0231531bc1fd9de6ceb52a0853c6d908
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verified: no, type: v_measure
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verified: no, type: v_measure_std
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verified: no, task: type: Classification
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type: mteb/emotion
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
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verified: no, type: f1
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verified: no, type: f1_weighted
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verified: no, type: main_score
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verified: no, task: type: Classification
dataset: name: MTEB ImdbClassification (default)
type: mteb/imdb
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
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verified: no, type: ap
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verified: no, type: ap_weighted
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verified: no, type: f1
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verified: no, type: f1_weighted
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verified: no, type: main_score
value: 84.35640000000001
verified: no, task: type: Classification
dataset: name: MTEB MTOPDomainClassification (en)
type: mteb/mtop_domain
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
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value: 91.35658914728684
verified: no, type: f1
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verified: no, type: f1_weighted
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verified: no, type: main_score
value: 91.35658914728684
verified: no, task: type: Classification
dataset: name: MTEB MTOPIntentClassification (en)
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config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
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value: 60.63611491108071
verified: no, type: f1
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verified: no, type: f1_weighted
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verified: no, type: main_score
value: 60.63611491108071
verified: no, task: type: Classification
dataset: name: MTEB MassiveIntentClassification (en)
type: mteb/amazon_massive_intent
config: en
split: test
revision: 4672e20407010da34463acc759c162ca9734bca6
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value: 66.68796234028245
verified: no, type: f1
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verified: no, type: f1_weighted
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verified: no, type: main_score
value: 66.68796234028245
verified: no, task: type: Classification
dataset: name: MTEB MassiveScenarioClassification (en)
type: mteb/amazon_massive_scenario
config: en
split: test
revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8
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verified: no, type: f1
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verified: no, type: f1_weighted
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verified: no, type: main_score
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verified: no, task: type: Clustering
dataset: name: MTEB MedrxivClusteringP2P (default)
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config: default
split: test
revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73
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verified: no, type: v_measure
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verified: no, type: v_measure_std
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verified: no, task: type: Clustering
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config: default
split: test
revision: 35191c8c0dca72d8ff3efcd72aa802307d469663
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verified: no, type: v_measure
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verified: no, type: v_measure_std
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verified: no, task: type: Reranking
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config: default
split: test
revision: 59042f120c80e8afa9cdbb224f67076cec0fc9a7
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verified: no, type: map
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verified: no, type: mrr
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verified: no, type: nAUC_map_diff1
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verified: no, type: nAUC_map_max
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verified: no, type: nAUC_mrr_diff1
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verified: no, type: nAUC_mrr_std
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verified: no, task: type: Clustering
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type: mteb/reddit-clustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
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verified: no, type: v_measure
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verified: no, type: v_measure_std
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verified: no, task: type: Clustering
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config: default
split: test
revision: 385e3cb46b4cfa89021f56c4380204149d0efe33
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verified: no, type: v_measure
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verified: no, type: v_measure_std
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verified: no, task: type: STS
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type: mteb/sickr-sts
config: default
split: test
revision: 20a6d6f312dd54037fe07a32d58e5e168867909d
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verified: no, type: cosine_spearman
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: main_score
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verified: no, type: manhattan_pearson
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verified: no, type: pearson
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verified: no, type: spearman
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verified: no, task: type: STS
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split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: main_score
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verified: no, type: manhattan_pearson
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verified: no, type: pearson
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verified: no, type: spearman
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verified: no, task: type: STS
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split: test
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: main_score
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verified: no, type: manhattan_pearson
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verified: no, type: pearson
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verified: no, type: spearman
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verified: no, task: type: STS
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split: test
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: main_score
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verified: no, type: manhattan_pearson
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verified: no, type: spearman
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verified: no, task: type: STS
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split: test
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: main_score
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verified: no, type: manhattan_pearson
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verified: no, type: pearson
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verified: no, type: spearman
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verified: no, task: type: STS
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split: test
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: main_score
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verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
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verified: no, type: pearson
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verified: no, type: spearman
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verified: no, task: type: STS
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split: test
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: main_score
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verified: no, type: manhattan_pearson
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verified: no, type: spearman
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verified: no, task: type: STS
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config: en
split: test
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: main_score
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verified: no, type: manhattan_pearson
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verified: no, type: spearman
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verified: no, task: type: STS
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split: test
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
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verified: no, type: euclidean_pearson
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verified: no, type: manhattan_pearson
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verified: no, type: pearson
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verified: no, type: spearman
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verified: no, task: type: Reranking
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config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
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verified: no, type: map
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verified: no, type: mrr
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verified: no, type: nAUC_map_diff1
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verified: no, type: nAUC_mrr_std
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verified: no, task: type: PairClassification
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type: mteb/sprintduplicatequestions-pairclassification
config: default
split: test
revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46
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verified: no, type: cosine_accuracy_threshold
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verified: no, type: cosine_ap
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verified: no, type: cosine_f1
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verified: no, type: cosine_f1_threshold
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verified: no, type: cosine_precision
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verified: no, type: cosine_recall
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verified: no, type: dot_accuracy
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verified: no, type: dot_accuracy_threshold
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verified: no, type: dot_ap
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verified: no, type: dot_f1_threshold
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verified: no, type: dot_precision
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verified: no, type: dot_recall
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verified: no, type: euclidean_accuracy
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verified: no, type: euclidean_accuracy_threshold
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verified: no, type: euclidean_f1_threshold
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verified: no, type: euclidean_recall
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verified: no, type: manhattan_accuracy
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verified: no, type: manhattan_accuracy_threshold
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verified: no, type: manhattan_f1_threshold
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verified: no, type: manhattan_recall
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verified: no, type: max_ap
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verified: no, type: max_precision
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verified: no, type: max_recall
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verified: no, type: similarity_accuracy
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verified: no, type: similarity_accuracy_threshold
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verified: no, type: similarity_ap
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verified: no, type: similarity_f1_threshold
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verified: no, type: similarity_precision
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verified: no, type: similarity_recall
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verified: no, task: type: Clustering
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type: mteb/stackexchange-clustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
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verified: no, type: v_measure
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verified: no, type: v_measure_std
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verified: no, task: type: Clustering
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type: mteb/stackexchange-clustering-p2p
config: default
split: test
revision: 815ca46b2622cec33ccafc3735d572c266efdb44
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verified: no, type: v_measure
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verified: no, type: v_measure_std
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verified: no, task: type: Reranking
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type: mteb/stackoverflowdupquestions-reranking
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
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verified: no, type: mrr
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verified: no, type: nAUC_map_diff1
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verified: no, type: nAUC_map_max
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verified: no, type: nAUC_map_std
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verified: no, type: nAUC_mrr_diff1
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verified: no, type: nAUC_mrr_max
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verified: no, type: nAUC_mrr_std
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verified: no, task: type: Summarization
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type: mteb/summeval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
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verified: no, type: cosine_spearman
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verified: no, type: dot_pearson
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verified: no, type: dot_spearman
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verified: no, type: main_score
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verified: no, type: pearson
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verified: no, type: spearman
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verified: no, task: type: Classification
dataset: name: MTEB ToxicConversationsClassification (default)
type: mteb/toxic_conversations_50k
config: default
split: test
revision: edfaf9da55d3dd50d43143d90c1ac476895ae6de
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verified: no, type: ap
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verified: no, type: ap_weighted
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verified: no, type: f1
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verified: no, type: f1_weighted
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verified: no, type: main_score
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verified: no, task: type: Classification
dataset: name: MTEB TweetSentimentExtractionClassification (default)
type: mteb/tweet_sentiment_extraction
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
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verified: no, type: f1_weighted
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verified: no, type: main_score
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verified: no, task: type: Clustering
dataset: name: MTEB TwentyNewsgroupsClustering (default)
type: mteb/twentynewsgroups-clustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
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verified: no, type: v_measure
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verified: no, type: v_measure_std
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verified: no, task: type: PairClassification
dataset: name: MTEB TwitterSemEval2015 (default)
type: mteb/twittersemeval2015-pairclassification
config: default
split: test
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
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verified: no, type: cosine_ap
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verified: no, type: cosine_f1
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verified: no, type: cosine_f1_threshold
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verified: no, type: cosine_precision
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verified: no, type: cosine_recall
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verified: no, type: dot_accuracy
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verified: no, type: dot_accuracy_threshold
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verified: no, type: dot_ap
value: 63.282103870645166
verified: no, type: dot_f1
value: 60.16389710903711
verified: no, type: dot_f1_threshold
value: 72.22894430160522
verified: no, type: dot_precision
value: 52.90232185748599
verified: no, type: dot_recall
value: 69.73614775725594
verified: no, type: euclidean_accuracy
value: 82.66674614054956
verified: no, type: euclidean_accuracy_threshold
value: 63.55905532836914
verified: no, type: euclidean_ap
value: 63.282095399953164
verified: no, type: euclidean_f1
value: 60.16389710903711
verified: no, type: euclidean_f1_threshold
value: 74.5265781879425
verified: no, type: euclidean_precision
value: 52.90232185748599
verified: no, type: euclidean_recall
value: 69.73614775725594
verified: no, type: main_score
value: 63.282103870645166
verified: no, type: manhattan_accuracy
value: 82.74423317637242
verified: no, type: manhattan_accuracy_threshold
value: 1415.380859375
verified: no, type: manhattan_ap
value: 63.26931757839598
verified: no, type: manhattan_f1
value: 60.11014948859166
verified: no, type: manhattan_f1_threshold
value: 1632.522201538086
verified: no, type: manhattan_precision
value: 52.359506559624045
verified: no, type: manhattan_recall
value: 70.55408970976254
verified: no, type: max_ap
value: 63.282103870645166
verified: no, type: max_f1
value: 60.16389710903711
verified: no, type: max_precision
value: 52.90232185748599
verified: no, type: max_recall
value: 70.55408970976254
verified: no, type: similarity_accuracy
value: 82.66674614054956
verified: no, type: similarity_accuracy_threshold
value: 79.80123162269592
verified: no, type: similarity_ap
value: 63.28209719072804
verified: no, type: similarity_f1
value: 60.16389710903711
verified: no, type: similarity_f1_threshold
value: 72.22893834114075
verified: no, type: similarity_precision
value: 52.90232185748599
verified: no, type: similarity_recall
value: 69.73614775725594
verified: no, task: type: PairClassification
dataset: name: MTEB TwitterURLCorpus (default)
type: mteb/twitterurlcorpus-pairclassification
config: default
split: test
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
metrics: type: cosine_accuracy
value: 88.10105949470253
verified: no, type: cosine_accuracy_threshold
value: 68.95147562026978
verified: no, type: cosine_ap
value: 84.65516103854583
verified: no, type: cosine_f1
value: 76.54581123301605
verified: no, type: cosine_f1_threshold
value: 63.92929553985596
verified: no, type: cosine_precision
value: 72.46526344751685
verified: no, type: cosine_recall
value: 81.11333538651063
verified: no, type: dot_accuracy
value: 88.10105949470253
verified: no, type: dot_accuracy_threshold
value: 68.95147562026978
verified: no, type: dot_ap
value: 84.65516301437592
verified: no, type: dot_f1
value: 76.54581123301605
verified: no, type: dot_f1_threshold
value: 63.92928957939148
verified: no, type: dot_precision
value: 72.46526344751685
verified: no, type: dot_recall
value: 81.11333538651063
verified: no, type: euclidean_accuracy
value: 88.10105949470253
verified: no, type: euclidean_accuracy_threshold
value: 78.80169153213501
verified: no, type: euclidean_ap
value: 84.65517268264233
verified: no, type: euclidean_f1
value: 76.54581123301605
verified: no, type: euclidean_f1_threshold
value: 84.93610620498657
verified: no, type: euclidean_precision
value: 72.46526344751685
verified: no, type: euclidean_recall
value: 81.11333538651063
verified: no, type: main_score
value: 84.65517268264233
verified: no, type: manhattan_accuracy
value: 88.08941669577366
verified: no, type: manhattan_accuracy_threshold
value: 1739.3169403076172
verified: no, type: manhattan_ap
value: 84.64592398855694
verified: no, type: manhattan_f1
value: 76.62890540443034
verified: no, type: manhattan_f1_threshold
value: 1861.344337463379
verified: no, type: manhattan_precision
value: 72.09775967413442
verified: no, type: manhattan_recall
value: 81.76778564829073
verified: no, type: max_ap
value: 84.65517268264233
verified: no, type: max_f1
value: 76.62890540443034
verified: no, type: max_precision
value: 72.46526344751685
verified: no, type: max_recall
value: 81.76778564829073
verified: no, type: similarity_accuracy
value: 88.10105949470253
verified: no, type: similarity_accuracy_threshold
value: 68.95147562026978
verified: no, type: similarity_ap
value: 84.65516103854583
verified: no, type: similarity_f1
value: 76.54581123301605
verified: no, type: similarity_f1_threshold
value: 63.92929553985596
verified: no, type: similarity_precision
value: 72.46526344751685
verified: no, type: similarity_recall
value: 81.11333538651063
verified: no
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Created: 2024-08-28 09:32:25