Updated results for Polish tasks

results/LaBSE/8TagsClustering.json

@@ -1,10 +1,10 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "8TagsClustering",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
   "test": {
-    "evaluation_time": 7.73,
-    "v_measure": 0.12026460108732413,
-    "v_measure_std": 0.021088754235332012
+    "evaluation_time": 23.62,
+    "v_measure": 0.12962097353371566,
+    "v_measure_std": 0.02866250903701243
   }
 }

results/LaBSE/AllegroReviews.json

@@ -1,13 +1,13 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "AllegroReviews",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
   "test": {
-    "accuracy": 0.3489065606361829,
-    "accuracy_stderr": 0.03542451228867885,
-    "evaluation_time": 6.01,
-    "f1": 0.3147330429864431,
-    "f1_stderr": 0.02422162496411758,
-    "main_score": 0.3489065606361829
+    "accuracy": 0.34890656063618286,
+    "accuracy_stderr": 0.03541614330507062,
+    "evaluation_time": 2.92,
+    "f1": 0.3146965311180184,
+    "f1_stderr": 0.02427392200002361,
+    "main_score": 0.34890656063618286
   }
 }

results/LaBSE/ArguAna-PL.json

@@ -1,36 +1,36 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "ArguAna-PL",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
   "test": {
-    "evaluation_time": 63.45,
-    "map_at_1": 0.19417,
-    "map_at_10": 0.31574,
-    "map_at_100": 0.3267,
-    "map_at_1000": 0.32717,
-    "map_at_3": 0.27845,
-    "map_at_5": 0.29868,
-    "mrr_at_1": 0.20128,
-    "mrr_at_10": 0.31851,
-    "mrr_at_100": 0.32947,
-    "mrr_at_1000": 0.32994,
-    "mrr_at_3": 0.2807,
-    "mrr_at_5": 0.30122,
-    "ndcg_at_1": 0.19417,
-    "ndcg_at_10": 0.38556,
-    "ndcg_at_100": 0.44099,
-    "ndcg_at_1000": 0.45369,
-    "ndcg_at_3": 0.30746,
-    "ndcg_at_5": 0.34446,
-    "precision_at_1": 0.19417,
-    "precision_at_10": 0.06095,
-    "precision_at_100": 0.00873,
+    "evaluation_time": 17.09,
+    "map_at_1": 0.19488,
+    "map_at_10": 0.31569,
+    "map_at_100": 0.32675,
+    "map_at_1000": 0.32722,
+    "map_at_3": 0.27857,
+    "map_at_5": 0.29884,
+    "mrr_at_1": 0.20199,
+    "mrr_at_10": 0.3186,
+    "mrr_at_100": 0.32968,
+    "mrr_at_1000": 0.33016,
+    "mrr_at_3": 0.28129,
+    "mrr_at_5": 0.30146,
+    "ndcg_at_1": 0.19488,
+    "ndcg_at_10": 0.3852,
+    "ndcg_at_100": 0.44086,
+    "ndcg_at_1000": 0.45365,
+    "ndcg_at_3": 0.30754,
+    "ndcg_at_5": 0.34457,
+    "precision_at_1": 0.19488,
+    "precision_at_10": 0.06081,
+    "precision_at_100": 0.00872,
     "precision_at_1000": 0.00097,
     "precision_at_3": 0.13063,
     "precision_at_5": 0.09659,
-    "recall_at_1": 0.19417,
-    "recall_at_10": 0.60953,
-    "recall_at_100": 0.87269,
+    "recall_at_1": 0.19488,
+    "recall_at_10": 0.60811,
+    "recall_at_100": 0.87198,
     "recall_at_1000": 0.97297,
     "recall_at_3": 0.39189,
     "recall_at_5": 0.48293

results/LaBSE/CBD.json

@@ -1,15 +1,15 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "CBD",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
   "test": {
-    "accuracy": 0.6573,
-    "accuracy_stderr": 0.06670989431860913,
-    "ap": 0.205744400405045,
-    "ap_stderr": 0.029347808332636238,
-    "evaluation_time": 1.92,
-    "f1": 0.5565214295627068,
-    "f1_stderr": 0.047940032301293366,
-    "main_score": 0.6573
+    "accuracy": 0.6571,
+    "accuracy_stderr": 0.06686620970265923,
+    "ap": 0.2056837885201297,
+    "ap_stderr": 0.029441130121504257,
+    "evaluation_time": 12.21,
+    "f1": 0.5563770914209003,
+    "f1_stderr": 0.04806179938209526,
+    "main_score": 0.6571
   }
 }

results/LaBSE/CDSC-E.json

@@ -1,49 +1,49 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "CDSC-E",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
   "test": {
     "cos_sim": {
       "accuracy": 0.87,
-      "accuracy_threshold": 0.9697844982147217,
-      "ap": 0.6891592880874743,
+      "accuracy_threshold": 0.969829223949605,
+      "ap": 0.6891216334658263,
       "f1": 0.6082191780821918,
-      "f1_threshold": 0.9013559222221375,
+      "f1_threshold": 0.9013995387852827,
       "precision": 0.6342857142857142,
       "recall": 0.5842105263157895
     },
     "dot": {
       "accuracy": 0.87,
-      "accuracy_threshold": 0.9697844982147217,
-      "ap": 0.6891592880874743,
-      "f1": 0.6082191780821918,
-      "f1_threshold": 0.9013559222221375,
-      "precision": 0.6342857142857142,
+      "accuracy_threshold": 0.9697265625,
+      "ap": 0.688550562919696,
+      "f1": 0.6098901098901099,
+      "f1_threshold": 0.90234375,
+      "precision": 0.6379310344827587,
       "recall": 0.5842105263157895
     },
     "euclidean": {
       "accuracy": 0.87,
-      "accuracy_threshold": 0.24579459428787231,
-      "ap": 0.6891592880874743,
+      "accuracy_threshold": 0.24560842630837865,
+      "ap": 0.6891864411908866,
       "f1": 0.6082191780821918,
-      "f1_threshold": 0.4441649317741394,
+      "f1_threshold": 0.44416641107506294,
       "precision": 0.6342857142857142,
       "recall": 0.5842105263157895
     },
-    "evaluation_time": 0.63,
+    "evaluation_time": 0.87,
     "manhattan": {
       "accuracy": 0.87,
-      "accuracy_threshold": 5.883620262145996,
-      "ap": 0.6857455909688923,
+      "accuracy_threshold": 5.883958101272583,
+      "ap": 0.685694522746493,
       "f1": 0.6052631578947368,
-      "f1_threshold": 9.884742736816406,
+      "f1_threshold": 9.884694695472717,
       "precision": 0.6052631578947368,
       "recall": 0.6052631578947368
     },
     "max": {
       "accuracy": 0.87,
-      "ap": 0.6891592880874743,
-      "f1": 0.6082191780821918
+      "ap": 0.6891864411908866,
+      "f1": 0.6098901098901099
     }
   }
 }

results/LaBSE/CDSC-R.json

@@ -1,20 +1,20 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "CDSC-R",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
   "test": {
     "cos_sim": {
-      "pearson": 0.8462283001684303,
-      "spearman": 0.8552910200249164
+      "pearson": 0.8462393622347052,
+      "spearman": 0.8552590384227373
     },
     "euclidean": {
-      "pearson": 0.8260562447448123,
-      "spearman": 0.8552905901634936
+      "pearson": 0.826060529089316,
+      "spearman": 0.8552344261024125
     },
-    "evaluation_time": 1.47,
+    "evaluation_time": 1.05,
     "manhattan": {
-      "pearson": 0.8262099213003811,
-      "spearman": 0.8503196916753745
+      "pearson": 0.8262180099897706,
+      "spearman": 0.8503460216930182
     }
   }
 }

results/LaBSE/DBPedia-PL.json

@@ -1,38 +1,38 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "DBPedia-PL",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
   "test": {
-    "evaluation_time": 10307.3,
-    "map_at_1": 0.02978,
-    "map_at_10": 0.06118,
-    "map_at_100": 0.08422,
-    "map_at_1000": 0.08985,
-    "map_at_3": 0.0455,
-    "map_at_5": 0.05263,
+    "evaluation_time": 3451.22,
+    "map_at_1": 0.02994,
+    "map_at_10": 0.0613,
+    "map_at_100": 0.08427,
+    "map_at_1000": 0.08993,
+    "map_at_3": 0.04555,
+    "map_at_5": 0.05283,
     "mrr_at_1": 0.2675,
-    "mrr_at_10": 0.36531,
-    "mrr_at_100": 0.37378,
-    "mrr_at_1000": 0.37417,
+    "mrr_at_10": 0.36538,
+    "mrr_at_100": 0.37388,
+    "mrr_at_1000": 0.37428,
     "mrr_at_3": 0.34083,
-    "mrr_at_5": 0.35446,
-    "ndcg_at_1": 0.20375,
-    "ndcg_at_10": 0.1608,
-    "ndcg_at_100": 0.18418,
-    "ndcg_at_1000": 0.23464,
-    "ndcg_at_3": 0.17784,
-    "ndcg_at_5": 0.16977,
-    "precision_at_1": 0.2675,
-    "precision_at_10": 0.135,
+    "mrr_at_5": 0.35483,
+    "ndcg_at_1": 0.20625,
+    "ndcg_at_10": 0.16102,
+    "ndcg_at_100": 0.18434,
+    "ndcg_at_1000": 0.23482,
+    "ndcg_at_3": 0.1779,
+    "ndcg_at_5": 0.17011,
+    "precision_at_1": 0.27,
+    "precision_at_10": 0.13525,
     "precision_at_100": 0.04312,
     "precision_at_1000": 0.00949,
-    "precision_at_3": 0.205,
-    "precision_at_5": 0.175,
-    "recall_at_1": 0.02978,
-    "recall_at_10": 0.0989,
-    "recall_at_100": 0.2293,
-    "recall_at_1000": 0.40697,
-    "recall_at_3": 0.05831,
-    "recall_at_5": 0.07438
+    "precision_at_3": 0.20417,
+    "precision_at_5": 0.1755,
+    "recall_at_1": 0.02994,
+    "recall_at_10": 0.09909,
+    "recall_at_100": 0.22941,
+    "recall_at_1000": 0.40691,
+    "recall_at_3": 0.05827,
+    "recall_at_5": 0.07486
   }
 }

results/LaBSE/FiQA-PL.json

@@ -1,38 +1,38 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "FiQA-PL",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
   "test": {
-    "evaluation_time": 230.46,
+    "evaluation_time": 507.13,
     "map_at_1": 0.02746,
-    "map_at_10": 0.05276,
-    "map_at_100": 0.05992,
-    "map_at_1000": 0.06158,
+    "map_at_10": 0.05266,
+    "map_at_100": 0.05993,
+    "map_at_1000": 0.06159,
     "map_at_3": 0.04273,
-    "map_at_5": 0.04775,
+    "map_at_5": 0.0479,
     "mrr_at_1": 0.06019,
-    "mrr_at_10": 0.09356,
-    "mrr_at_100": 0.10313,
-    "mrr_at_1000": 0.10436,
+    "mrr_at_10": 0.09359,
+    "mrr_at_100": 0.10323,
+    "mrr_at_1000": 0.10446,
     "mrr_at_3": 0.07973,
-    "mrr_at_5": 0.08652,
+    "mrr_at_5": 0.08683,
     "ndcg_at_1": 0.06019,
-    "ndcg_at_10": 0.07664,
-    "ndcg_at_100": 0.11873,
-    "ndcg_at_1000": 0.16396,
+    "ndcg_at_10": 0.07633,
+    "ndcg_at_100": 0.11869,
+    "ndcg_at_1000": 0.16391,
     "ndcg_at_3": 0.05921,
-    "ndcg_at_5": 0.06541,
+    "ndcg_at_5": 0.06564,
     "precision_at_1": 0.06019,
-    "precision_at_10": 0.02346,
-    "precision_at_100": 0.00654,
+    "precision_at_10": 0.02315,
+    "precision_at_100": 0.00656,
     "precision_at_1000": 0.00142,
     "precision_at_3": 0.03961,
-    "precision_at_5": 0.0321,
+    "precision_at_5": 0.03241,
     "recall_at_1": 0.02746,
-    "recall_at_10": 0.10889,
-    "recall_at_100": 0.27869,
-    "recall_at_1000": 0.56722,
+    "recall_at_10": 0.10818,
+    "recall_at_100": 0.27827,
+    "recall_at_1000": 0.56691,
     "recall_at_3": 0.05772,
-    "recall_at_5": 0.07729
+    "recall_at_5": 0.07768
   }
 }

results/LaBSE/HotpotQA-PL.json

@@ -1,38 +1,38 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "HotpotQA-PL",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
   "test": {
-    "evaluation_time": 11290.6,
-    "map_at_1": 0.10851,
-    "map_at_10": 0.14953,
-    "map_at_100": 0.15523,
-    "map_at_1000": 0.15598,
-    "map_at_3": 0.13765,
-    "map_at_5": 0.14431,
-    "mrr_at_1": 0.21702,
-    "mrr_at_10": 0.27115,
-    "mrr_at_100": 0.27786,
-    "mrr_at_1000": 0.27853,
-    "mrr_at_3": 0.25595,
-    "mrr_at_5": 0.26412,
-    "ndcg_at_1": 0.21702,
-    "ndcg_at_10": 0.19742,
-    "ndcg_at_100": 0.22817,
-    "ndcg_at_1000": 0.24981,
-    "ndcg_at_3": 0.17257,
-    "ndcg_at_5": 0.18444,
-    "precision_at_1": 0.21702,
-    "precision_at_10": 0.04397,
+    "evaluation_time": 9979.66,
+    "map_at_1": 0.10831,
+    "map_at_10": 0.14937,
+    "map_at_100": 0.15508,
+    "map_at_1000": 0.15583,
+    "map_at_3": 0.1375,
+    "map_at_5": 0.1441,
+    "mrr_at_1": 0.21621,
+    "mrr_at_10": 0.27077,
+    "mrr_at_100": 0.27747,
+    "mrr_at_1000": 0.27815,
+    "mrr_at_3": 0.25544,
+    "mrr_at_5": 0.26385,
+    "ndcg_at_1": 0.21661,
+    "ndcg_at_10": 0.19719,
+    "ndcg_at_100": 0.22802,
+    "ndcg_at_1000": 0.24966,
+    "ndcg_at_3": 0.17235,
+    "ndcg_at_5": 0.18413,
+    "precision_at_1": 0.21661,
+    "precision_at_10": 0.04393,
     "precision_at_100": 0.00689,
     "precision_at_1000": 0.00098,
-    "precision_at_3": 0.10907,
-    "precision_at_5": 0.07484,
-    "recall_at_1": 0.10851,
-    "recall_at_10": 0.21985,
-    "recall_at_100": 0.3445,
-    "recall_at_1000": 0.49034,
-    "recall_at_3": 0.16361,
-    "recall_at_5": 0.1871
+    "precision_at_3": 0.10894,
+    "precision_at_5": 0.07471,
+    "recall_at_1": 0.10831,
+    "recall_at_10": 0.21965,
+    "recall_at_100": 0.34456,
+    "recall_at_1000": 0.49055,
+    "recall_at_3": 0.1634,
+    "recall_at_5": 0.18677
   }
 }

results/LaBSE/MSMARCO-PL.json

@@ -1,38 +1,38 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "MSMARCO-PL",
-  "mteb_version": "1.1.1.dev0",
-  "test": {
-    "evaluation_time": 24539.66,
-    "map_at_1": 0.00629,
-    "map_at_10": 0.02935,
-    "map_at_100": 0.0625,
-    "map_at_1000": 0.07796,
-    "map_at_3": 0.01417,
-    "map_at_5": 0.02234,
-    "mrr_at_1": 0.32558,
-    "mrr_at_10": 0.40901,
-    "mrr_at_100": 0.41965,
-    "mrr_at_1000": 0.4197,
-    "mrr_at_3": 0.37209,
-    "mrr_at_5": 0.39535,
-    "ndcg_at_1": 0.18605,
-    "ndcg_at_10": 0.17554,
-    "ndcg_at_100": 0.17235,
-    "ndcg_at_1000": 0.22901,
-    "ndcg_at_3": 0.18641,
-    "ndcg_at_5": 0.19525,
-    "precision_at_1": 0.32558,
-    "precision_at_10": 0.22093,
-    "precision_at_100": 0.10628,
-    "precision_at_1000": 0.02479,
-    "precision_at_3": 0.27132,
-    "precision_at_5": 0.27907,
-    "recall_at_1": 0.00629,
-    "recall_at_10": 0.04015,
-    "recall_at_100": 0.14147,
-    "recall_at_1000": 0.29262,
-    "recall_at_3": 0.0162,
-    "recall_at_5": 0.02724
+  "mteb_version": "1.1.1",
+  "validation": {
+    "evaluation_time": 8852.08,
+    "map_at_1": 0.03266,
+    "map_at_10": 0.0566,
+    "map_at_100": 0.06235,
+    "map_at_1000": 0.06309,
+    "map_at_3": 0.04688,
+    "map_at_5": 0.05211,
+    "mrr_at_1": 0.03309,
+    "mrr_at_10": 0.05772,
+    "mrr_at_100": 0.06353,
+    "mrr_at_1000": 0.06428,
+    "mrr_at_3": 0.04804,
+    "mrr_at_5": 0.05322,
+    "ndcg_at_1": 0.03324,
+    "ndcg_at_10": 0.0722,
+    "ndcg_at_100": 0.10425,
+    "ndcg_at_1000": 0.12801,
+    "ndcg_at_3": 0.05197,
+    "ndcg_at_5": 0.06138,
+    "precision_at_1": 0.03324,
+    "precision_at_10": 0.01254,
+    "precision_at_100": 0.00293,
+    "precision_at_1000": 0.0005,
+    "precision_at_3": 0.02249,
+    "precision_at_5": 0.01814,
+    "recall_at_1": 0.03266,
+    "recall_at_10": 0.12136,
+    "recall_at_100": 0.279,
+    "recall_at_1000": 0.47224,
+    "recall_at_3": 0.06564,
+    "recall_at_5": 0.08837
   }
 }

results/LaBSE/MassiveIntentClassification.json

@@ -241,11 +241,11 @@
             "main_score": 0.5937121721587089
         },
         "pl": {
-            "accuracy": 0.597074646940148,
-            "accuracy_stderr": 0.01708722874030224,
-            "f1": 0.5592977395683454,
-            "f1_stderr": 0.015572475602830892,
-            "main_score": 0.597074646940148
+            "accuracy": 0.5971082716879623,
+            "accuracy_stderr": 0.017186687184420946,
+            "f1": 0.5592281243395716,
+            "f1_stderr": 0.015609644382721707,
+            "main_score": 0.5971082716879623
         },
         "pt": {
             "accuracy": 0.6016139878950908,
@@ -362,4 +362,4 @@
     },
     "mteb_dataset_name": "MassiveIntentClassification",
     "dataset_revision": "072a486a144adf7f4479a4a0dddb2152e161e1ea"
-}
+}

results/LaBSE/MassiveScenarioClassification.json

@@ -241,11 +241,11 @@
             "main_score": 0.6515803631472764
         },
         "pl": {
-            "accuracy": 0.6456287827841292,
-            "accuracy_stderr": 0.0166993172462826,
-            "f1": 0.631202717150385,
-            "f1_stderr": 0.013774491575355742,
-            "main_score": 0.6456287827841292
+            "accuracy": 0.645796906523201,
+            "accuracy_stderr": 0.01695247609678737,
+            "f1": 0.6313195906066588,
+            "f1_stderr": 0.01393254681254561,
+            "main_score": 0.645796906523201
         },
         "pt": {
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results/LaBSE/NFCorpus-PL.json

@@ -1,38 +1,38 @@
 {
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 }

results/LaBSE/NQ-PL.json

@@ -1,38 +1,38 @@
 {
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 }

results/LaBSE/PAC.json

@@ -1,15 +1,15 @@
 {
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 }

results/LaBSE/PPC.json

@@ -1,49 +1,49 @@
 {
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 }

results/LaBSE/PSC.json

@@ -1,48 +1,48 @@
 {
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results/LaBSE/PolEmo2.0-IN.json

@@ -1,13 +1,13 @@
 {
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   "mteb_dataset_name": "PolEmo2.0-IN",
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 }

results/LaBSE/PolEmo2.0-OUT.json

@@ -1,13 +1,13 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "PolEmo2.0-OUT",
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 }

results/LaBSE/Quora-PL.json

@@ -1,38 +1,38 @@
 {
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   "mteb_dataset_name": "Quora-PL",
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 }

results/LaBSE/SCIDOCS-PL.json

@@ -1,38 +1,38 @@
 {
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 }

results/LaBSE/SICK-E-PL.json

@@ -1,49 +1,49 @@
 {
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+      "precision": 0.4924812030075188,
+      "recall": 0.7464387464387464
     },
     "max": {
       "accuracy": 0.7800652262535671,
-      "ap": 0.6376586394603856,
-      "f1": 0.5989553105049332
+      "ap": 0.6376689121415645,
+      "f1": 0.5993031358885017
     }
   }
 }

results/LaBSE/SICK-R-PL.json

@@ -1,20 +1,20 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "SICK-R-PL",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
   "test": {
     "cos_sim": {
-      "pearson": 0.7164295573889656,
-      "spearman": 0.6589750079771635
+      "pearson": 0.7164235808401075,
+      "spearman": 0.6589767484834237
     },
     "euclidean": {
-      "pearson": 0.6903328153597516,
-      "spearman": 0.6589753625867839
+      "pearson": 0.6903314682388363,
+      "spearman": 0.6589855899509992
     },
-    "evaluation_time": 4.48,
+    "evaluation_time": 2.97,
     "manhattan": {
-      "pearson": 0.6885816258882643,
-      "spearman": 0.6522880394862681
+      "pearson": 0.6885780769814728,
+      "spearman": 0.6522856519257056
     }
   }
 }

results/LaBSE/STS22.json

@@ -172,16 +172,16 @@
         },
         "pl": {
             "cos_sim": {
-                "pearson": 0.3416850956547143,
-                "spearman": 0.3930409670841197
+              "pearson": 0.34165808519539587,
+              "spearman": 0.39283219659842283
             },
             "euclidean": {
-                "pearson": 0.22324538518853915,
-                "spearman": 0.3930409670841197
+              "pearson": 0.22321481397444587,
+              "spearman": 0.39317194102090125
             },
             "manhattan": {
-                "pearson": 0.22964406650146904,
-                "spearman": 0.390003947377095
+              "pearson": 0.2296327532776755,
+              "spearman": 0.390003947377095
             }
         },
         "pl-en": {

results/LaBSE/SciFact-PL.json

@@ -1,38 +1,38 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "SciFact-PL",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
   "test": {
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+    "evaluation_time": 9.35,
     "map_at_1": 0.28111,
-    "map_at_10": 0.35214,
-    "map_at_100": 0.36038,
-    "map_at_1000": 0.36117,
+    "map_at_10": 0.35212,
+    "map_at_100": 0.36034,
+    "map_at_1000": 0.36112,
     "map_at_3": 0.32204,
-    "map_at_5": 0.33787,
+    "map_at_5": 0.3382,
     "mrr_at_1": 0.29333,
-    "mrr_at_10": 0.36452,
-    "mrr_at_100": 0.37238,
-    "mrr_at_1000": 0.37297,
+    "mrr_at_10": 0.36478,
+    "mrr_at_100": 0.37234,
+    "mrr_at_1000": 0.37293,
     "mrr_at_3": 0.33667,
     "mrr_at_5": 0.35183,
     "ndcg_at_1": 0.29333,
-    "ndcg_at_10": 0.39794,
-    "ndcg_at_100": 0.43949,
-    "ndcg_at_1000": 0.46283,
+    "ndcg_at_10": 0.39792,
+    "ndcg_at_100": 0.43944,
+    "ndcg_at_1000": 0.46277,
     "ndcg_at_3": 0.33945,
-    "ndcg_at_5": 0.366,
+    "ndcg_at_5": 0.36679,
     "precision_at_1": 0.29333,
     "precision_at_10": 0.059,
     "precision_at_100": 0.0082,
     "precision_at_1000": 0.00104,
     "precision_at_3": 0.13444,
-    "precision_at_5": 0.09533,
+    "precision_at_5": 0.096,
     "recall_at_1": 0.28111,
     "recall_at_10": 0.53,
     "recall_at_100": 0.72533,
     "recall_at_1000": 0.91367,
     "recall_at_3": 0.37389,
-    "recall_at_5": 0.43583
+    "recall_at_5": 0.4375
   }
 }

results/LaBSE/TRECCOVID-PL.json

@@ -1,37 +1,37 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "TRECCOVID-PL",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
   "test": {
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+    "evaluation_time": 219.82,
     "map_at_1": 0.00082,
     "map_at_10": 0.00295,
     "map_at_100": 0.00743,
-    "map_at_1000": 0.01808,
+    "map_at_1000": 0.01809,
     "map_at_3": 0.00165,
     "map_at_5": 0.00222,
-    "mrr_at_1": 0.24,
-    "mrr_at_10": 0.394,
-    "mrr_at_100": 0.40554,
-    "mrr_at_1000": 0.40603,
-    "mrr_at_3": 0.36667,
-    "mrr_at_5": 0.38567,
+    "mrr_at_1": 0.26,
+    "mrr_at_10": 0.404,
+    "mrr_at_100": 0.41565,
+    "mrr_at_1000": 0.41614,
+    "mrr_at_3": 0.37667,
+    "mrr_at_5": 0.39567,
     "ndcg_at_1": 0.28,
     "ndcg_at_10": 0.18452,
-    "ndcg_at_100": 0.10025,
-    "ndcg_at_1000": 0.11528,
+    "ndcg_at_100": 0.10024,
+    "ndcg_at_1000": 0.11532,
     "ndcg_at_3": 0.24754,
     "ndcg_at_5": 0.22693,
     "precision_at_1": 0.28,
     "precision_at_10": 0.178,
     "precision_at_100": 0.0952,
-    "precision_at_1000": 0.05608,
+    "precision_at_1000": 0.05612,
     "precision_at_3": 0.25333,
     "precision_at_5": 0.232,
     "recall_at_1": 0.00082,
     "recall_at_10": 0.0046,
     "recall_at_100": 0.02057,
-    "recall_at_1000": 0.11466,
+    "recall_at_1000": 0.11467,
     "recall_at_3": 0.00205,
     "recall_at_5": 0.00304
   }

results/distiluse-base-multilingual-cased-v2/8TagsClustering.json

@@ -1,10 +1,10 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "8TagsClustering",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
   "test": {
-    "evaluation_time": 78.4,
-    "v_measure": 0.16303160560344254,
-    "v_measure_std": 0.030861194187190633
+    "evaluation_time": 24.03,
+    "v_measure": 0.12511254443681447,
+    "v_measure_std": 0.06055614377362932
   }
 }

results/distiluse-base-multilingual-cased-v2/AllegroReviews.json

@@ -1,11 +1,11 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "AllegroReviews",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
   "test": {
     "accuracy": 0.2803180914512923,
     "accuracy_stderr": 0.03174695710272626,
-    "evaluation_time": 89.1,
+    "evaluation_time": 2.82,
     "f1": 0.25709304364236957,
     "f1_stderr": 0.02122008949682582,
     "main_score": 0.2803180914512923

results/distiluse-base-multilingual-cased-v2/ArguAna-PL.json

@@ -1,9 +1,9 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "ArguAna-PL",
-  "mteb_version": "1.0.3.dev0",
+  "mteb_version": "1.1.1",
   "test": {
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+    "evaluation_time": 14.98,
     "map_at_1": 0.18065,
     "map_at_10": 0.29667,
     "map_at_100": 0.31014,
@@ -11,11 +11,11 @@
     "map_at_3": 0.25545,
     "map_at_5": 0.27658,
     "mrr_at_1": 0.18208,
-    "mrr_at_10": 0.29759,
-    "mrr_at_100": 0.31099,
-    "mrr_at_1000": 0.31146,
+    "mrr_at_10": 0.29755,
+    "mrr_at_100": 0.31096,
+    "mrr_at_1000": 0.31142,
     "mrr_at_3": 0.25652,
-    "mrr_at_5": 0.27718,
+    "mrr_at_5": 0.27715,
     "ndcg_at_1": 0.18065,
     "ndcg_at_10": 0.36702,
     "ndcg_at_100": 0.43188,

results/distiluse-base-multilingual-cased-v2/CBD.json

@@ -1,13 +1,13 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "CBD",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
   "test": {
     "accuracy": 0.5999999999999999,
     "accuracy_stderr": 0.0770077918135561,
     "ap": 0.17750940523312303,
     "ap_stderr": 0.027493685777151798,
-    "evaluation_time": 26.05,
+    "evaluation_time": 7.79,
     "f1": 0.5064816305402164,
     "f1_stderr": 0.053486848473757294,
     "main_score": 0.5999999999999999

results/distiluse-base-multilingual-cased-v2/CDSC-E.json

@@ -1,11 +1,11 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "CDSC-E",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
   "test": {
     "cos_sim": {
       "accuracy": 0.88,
-      "accuracy_threshold": 0.9367988705635071,
+      "accuracy_threshold": 0.9367988109588623,
       "ap": 0.7182921565060718,
       "f1": 0.6512702078521939,
       "f1_threshold": 0.7809259295463562,
@@ -14,7 +14,7 @@
     },
     "dot": {
       "accuracy": 0.849,
-      "accuracy_threshold": 0.591267466545105,
+      "accuracy_threshold": 0.5912673473358154,
       "ap": 0.5785734689123088,
       "f1": 0.581986143187067,
       "f1_threshold": 0.49015504121780396,
@@ -23,20 +23,20 @@
     },
     "euclidean": {
       "accuracy": 0.882,
-      "accuracy_threshold": 0.27136242389678955,
+      "accuracy_threshold": 0.2713625431060791,
       "ap": 0.7200106117212798,
       "f1": 0.6389496717724289,
       "f1_threshold": 0.5501507520675659,
       "precision": 0.5468164794007491,
       "recall": 0.7684210526315789
     },
-    "evaluation_time": 14.37,
+    "evaluation_time": 0.79,
     "manhattan": {
       "accuracy": 0.877,
-      "accuracy_threshold": 4.479022979736328,
+      "accuracy_threshold": 4.479024887084961,
       "ap": 0.7092270283235846,
       "f1": 0.6382022471910113,
-      "f1_threshold": 9.358083724975586,
+      "f1_threshold": 9.358081817626953,
       "precision": 0.5568627450980392,
       "recall": 0.7473684210526316
     },

results/distiluse-base-multilingual-cased-v2/CDSC-R.json

@@ -1,19 +1,19 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "CDSC-R",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
   "test": {
     "cos_sim": {
-      "pearson": 0.8712515320644952,
-      "spearman": 0.8766754567611346
+      "pearson": 0.8712515277230913,
+      "spearman": 0.8766768707858178
     },
     "euclidean": {
-      "pearson": 0.8500055676884141,
-      "spearman": 0.873725155461597
+      "pearson": 0.8500055675428471,
+      "spearman": 0.8737247256554768
     },
-    "evaluation_time": 32.86,
+    "evaluation_time": 1.26,
     "manhattan": {
-      "pearson": 0.846906589418194,
+      "pearson": 0.8469065914672027,
       "spearman": 0.8696851339765682
     }
   }

results/distiluse-base-multilingual-cased-v2/DBPedia-PL.json

@@ -1,9 +1,9 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "DBPedia-PL",
-  "mteb_version": "1.0.3.dev0",
+  "mteb_version": "1.1.1",
   "test": {
-    "evaluation_time": 3336.14,
+    "evaluation_time": 4946.09,
     "map_at_1": 0.02222,
     "map_at_10": 0.04563,
     "map_at_100": 0.06718,

results/distiluse-base-multilingual-cased-v2/FiQA-PL.json

@@ -1,9 +1,9 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "FiQA-PL",
-  "mteb_version": "1.0.3.dev0",
+  "mteb_version": "1.1.1",
   "test": {
-    "evaluation_time": 62.29,
+    "evaluation_time": 75.43,
     "map_at_1": 0.03716,
     "map_at_10": 0.05821,
     "map_at_100": 0.0661,

results/distiluse-base-multilingual-cased-v2/HotpotQA-PL.json

@@ -1,9 +1,9 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "HotpotQA-PL",
-  "mteb_version": "1.0.3.dev0",
+  "mteb_version": "1.1.1",
   "test": {
-    "evaluation_time": 5193.3,
+    "evaluation_time": 5416.39,
     "map_at_1": 0.10479,
     "map_at_10": 0.1551,
     "map_at_100": 0.16309,

results/distiluse-base-multilingual-cased-v2/MSMARCO-PL.json

@@ -1,7 +1,40 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "MSMARCO-PL",
-  "mteb_version": "1.0.3.dev0",
+  "mteb_version": "1.1.1",
+  "validation": {
+    "evaluation_time": 11672.11,
+    "map_at_1": 0.01934,
+    "map_at_10": 0.03529,
+    "map_at_100": 0.03962,
+    "map_at_1000": 0.04036,
+    "map_at_3": 0.02918,
+    "map_at_5": 0.03248,
+    "mrr_at_1": 0.01963,
+    "mrr_at_10": 0.03596,
+    "mrr_at_100": 0.04035,
+    "mrr_at_1000": 0.04109,
+    "mrr_at_3": 0.02968,
+    "mrr_at_5": 0.03306,
+    "ndcg_at_1": 0.01948,
+    "ndcg_at_10": 0.04565,
+    "ndcg_at_100": 0.07165,
+    "ndcg_at_1000": 0.09613,
+    "ndcg_at_3": 0.03274,
+    "ndcg_at_5": 0.03868,
+    "precision_at_1": 0.01948,
+    "precision_at_10": 0.00807,
+    "precision_at_100": 0.00219,
+    "precision_at_1000": 0.00043,
+    "precision_at_3": 0.01452,
+    "precision_at_5": 0.01163,
+    "recall_at_1": 0.01934,
+    "recall_at_10": 0.07851,
+    "recall_at_100": 0.21026,
+    "recall_at_1000": 0.41104,
+    "recall_at_3": 0.0426,
+    "recall_at_5": 0.05683
+  },
   "test": {
     "evaluation_time": 6923.69,
     "map_at_1": 0.00415,
@@ -34,38 +67,5 @@
     "recall_at_1000": 0.23672,
     "recall_at_3": 0.01051,
     "recall_at_5": 0.014
-  },
-  "validation": {
-    "evaluation_time": 7400.18,
-    "map_at_1": 0.01934,
-    "map_at_10": 0.03529,
-    "map_at_100": 0.03962,
-    "map_at_1000": 0.04036,
-    "map_at_3": 0.02918,
-    "map_at_5": 0.03248,
-    "mrr_at_1": 0.01963,
-    "mrr_at_10": 0.03596,
-    "mrr_at_100": 0.04035,
-    "mrr_at_1000": 0.04109,
-    "mrr_at_3": 0.02968,
-    "mrr_at_5": 0.03306,
-    "ndcg_at_1": 0.01948,
-    "ndcg_at_10": 0.04565,
-    "ndcg_at_100": 0.07165,
-    "ndcg_at_1000": 0.09613,
-    "ndcg_at_3": 0.03274,
-    "ndcg_at_5": 0.03868,
-    "precision_at_1": 0.01948,
-    "precision_at_10": 0.00807,
-    "precision_at_100": 0.00219,
-    "precision_at_1000": 0.00043,
-    "precision_at_3": 0.01452,
-    "precision_at_5": 0.01163,
-    "recall_at_1": 0.01934,
-    "recall_at_10": 0.07851,
-    "recall_at_100": 0.21026,
-    "recall_at_1000": 0.41104,
-    "recall_at_3": 0.0426,
-    "recall_at_5": 0.05683
   }
 }

results/distiluse-base-multilingual-cased-v2/NFCorpus-PL.json

@@ -1,9 +1,9 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "NFCorpus-PL",
-  "mteb_version": "1.0.3.dev0",
+  "mteb_version": "1.1.1",
   "test": {
-    "evaluation_time": 3.52,
+    "evaluation_time": 5.57,
     "map_at_1": 0.01501,
     "map_at_10": 0.03904,
     "map_at_100": 0.05564,

results/distiluse-base-multilingual-cased-v2/NQ-PL.json

@@ -1,9 +1,9 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "NQ-PL",
-  "mteb_version": "1.0.3.dev0",
+  "mteb_version": "1.1.1",
   "test": {
-    "evaluation_time": 3096.45,
+    "evaluation_time": 3190.38,
     "map_at_1": 0.02013,
     "map_at_10": 0.04117,
     "map_at_100": 0.04808,

results/distiluse-base-multilingual-cased-v2/PAC.json

@@ -1,13 +1,13 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "PAC",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
   "test": {
     "accuracy": 0.6817260353315957,
     "accuracy_stderr": 0.03951911897091346,
     "ap": 0.7682380977458111,
     "ap_stderr": 0.023038250306799485,
-    "evaluation_time": 38.15,
+    "evaluation_time": 3.82,
     "f1": 0.6558688931169696,
     "f1_stderr": 0.039968459650404124,
     "main_score": 0.6817260353315957

results/distiluse-base-multilingual-cased-v2/PPC.json

@@ -1,7 +1,7 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "PPC",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
   "test": {
     "cos_sim": {
       "accuracy": 0.753,
@@ -14,7 +14,7 @@
     },
     "dot": {
       "accuracy": 0.73,
-      "accuracy_threshold": 0.5435673594474792,
+      "accuracy_threshold": 0.5435672998428345,
       "ap": 0.8327559322760829,
       "f1": 0.7884465261514442,
       "f1_threshold": 0.5357716679573059,
@@ -26,17 +26,17 @@
       "accuracy_threshold": 0.43584996461868286,
       "ap": 0.8598737731431576,
       "f1": 0.7842227378190255,
-      "f1_threshold": 0.5215911865234375,
+      "f1_threshold": 0.5215912461280823,
       "precision": 0.7358490566037735,
       "recall": 0.8394039735099338
     },
-    "evaluation_time": 20.38,
+    "evaluation_time": 1.07,
     "manhattan": {
       "accuracy": 0.71,
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+      "accuracy_threshold": 7.130887031555176,
       "ap": 0.846881046006653,
       "f1": 0.7650695517774344,
-      "f1_threshold": 8.852323532104492,
+      "f1_threshold": 8.852322578430176,
       "precision": 0.717391304347826,
       "recall": 0.8195364238410596
     },

results/distiluse-base-multilingual-cased-v2/PSC.json

@@ -1,23 +1,23 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "PSC",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
   "test": {
     "cos_sim": {
       "accuracy": 0.9406307977736549,
-      "accuracy_threshold": 0.39577150344848633,
+      "accuracy_threshold": 0.3957713842391968,
       "ap": 0.9634568218484734,
       "f1": 0.906158357771261,
-      "f1_threshold": 0.39577150344848633,
+      "f1_threshold": 0.3957713842391968,
       "precision": 0.8728813559322034,
       "recall": 0.9420731707317073
     },
     "dot": {
       "accuracy": 0.9322820037105751,
-      "accuracy_threshold": 0.2580665349960327,
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@@ -26,17 +26,17 @@
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       "f1": 0.8851454823889741,
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       "recall": 0.8719512195121951
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results/distiluse-base-multilingual-cased-v2/PolEmo2.0-IN.json

@@ -1,11 +1,11 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "PolEmo2.0-IN",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
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     "main_score": 0.48836565096952905

results/distiluse-base-multilingual-cased-v2/PolEmo2.0-OUT.json

@@ -1,11 +1,11 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "PolEmo2.0-OUT",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
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+    "evaluation_time": 2.01,
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     "main_score": 0.3

results/distiluse-base-multilingual-cased-v2/Quora-PL.json

@@ -1,39 +1,39 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "Quora-PL",
-  "mteb_version": "1.0.3.dev0",
+  "mteb_version": "1.1.1",
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-    "ndcg_at_5": 0.69809,
-    "precision_at_1": 0.6301,
-    "precision_at_10": 0.11163,
+    "evaluation_time": 275.24,
+    "map_at_1": 0.54755,
+    "map_at_10": 0.66975,
+    "map_at_100": 0.67879,
+    "map_at_1000": 0.67925,
+    "map_at_3": 0.63898,
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+    "mrr_at_1": 0.6311,
+    "mrr_at_10": 0.71035,
+    "mrr_at_100": 0.71422,
+    "mrr_at_1000": 0.71437,
+    "mrr_at_3": 0.69215,
+    "mrr_at_5": 0.70309,
+    "ndcg_at_1": 0.6309,
+    "ndcg_at_10": 0.71953,
+    "ndcg_at_100": 0.74821,
+    "ndcg_at_1000": 0.75514,
+    "ndcg_at_3": 0.67721,
+    "ndcg_at_5": 0.69828,
+    "precision_at_1": 0.6309,
+    "precision_at_10": 0.11165,
     "precision_at_100": 0.01399,
     "precision_at_1000": 0.00151,
     "precision_at_3": 0.29617,
-    "precision_at_5": 0.19814,
-    "recall_at_1": 0.54718,
-    "recall_at_10": 0.82203,
+    "precision_at_5": 0.1982,
+    "recall_at_1": 0.54755,
+    "recall_at_10": 0.82218,
     "recall_at_100": 0.93648,
     "recall_at_1000": 0.98125,
-    "recall_at_3": 0.70351,
-    "recall_at_5": 0.75993
+    "recall_at_3": 0.70367,
+    "recall_at_5": 0.76007
   },
   "validation": {
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results/distiluse-base-multilingual-cased-v2/SCIDOCS-PL.json

@@ -1,9 +1,9 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "SCIDOCS-PL",
-  "mteb_version": "1.0.3.dev0",
+  "mteb_version": "1.1.1",
   "test": {
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+    "evaluation_time": 34.78,
     "map_at_1": 0.01255,
     "map_at_10": 0.0338,
     "map_at_100": 0.04382,

results/distiluse-base-multilingual-cased-v2/SICK-E-PL.json

@@ -1,12 +1,12 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "SICK-E-PL",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
   "test": {
     "cos_sim": {
       "accuracy": 0.7814920505503465,
       "accuracy_threshold": 0.8869868516921997,
-      "ap": 0.6204699795928205,
+      "ap": 0.6204702307537215,
       "f1": 0.6023794614902943,
       "f1_threshold": 0.8214852809906006,
       "precision": 0.5374301675977654,
@@ -14,8 +14,8 @@
     },
     "dot": {
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-      "ap": 0.48455668214297226,
+      "accuracy_threshold": 0.5981869101524353,
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       "f1": 0.5251152632856102,
       "f1_threshold": 0.3720809817314148,
       "precision": 0.39823334560176665,
@@ -23,18 +23,18 @@
     },
     "euclidean": {
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+      "accuracy_threshold": 0.34566551446914673,
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       "recall": 0.7236467236467237
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-    "evaluation_time": 51.46,
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     "manhattan": {
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results/distiluse-base-multilingual-cased-v2/SICK-R-PL.json

@@ -1,20 +1,20 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "SICK-R-PL",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
   "test": {
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-      "spearman": 0.6552722587541182
+      "pearson": 0.7154139792375498,
+      "spearman": 0.6552718281409518
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     "euclidean": {
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+      "pearson": 0.6889634290855527,
+      "spearman": 0.6568193034954988
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+    "evaluation_time": 3.11,
     "manhattan": {
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-      "spearman": 0.6363215804334901
+      "pearson": 0.6742229779129095,
+      "spearman": 0.6363215960298578
     }
   }
 }

results/distiluse-base-multilingual-cased-v2/SciFact-PL.json

@@ -1,9 +1,9 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "SciFact-PL",
-  "mteb_version": "1.0.3.dev0",
+  "mteb_version": "1.1.1",
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+    "evaluation_time": 7.83,
     "map_at_1": 0.22444,
     "map_at_10": 0.28971,
     "map_at_100": 0.29998,

results/distiluse-base-multilingual-cased-v2/TRECCOVID-PL.json

@@ -1,9 +1,9 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "TRECCOVID-PL",
-  "mteb_version": "1.0.3.dev0",
+  "mteb_version": "1.1.1",
   "test": {
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+    "evaluation_time": 196.5,
     "map_at_1": 0.00054,
     "map_at_10": 0.00258,
     "map_at_100": 0.009,

results/multilingual-e5-base/8TagsClustering.json

@@ -1,10 +1,10 @@
 {
   "dataset_revision": null,
   "mteb_dataset_name": "8TagsClustering",
-  "mteb_version": "1.1.1.dev0",
+  "mteb_version": "1.1.1",
   "test": {
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-    "v_measure": 0.18619105754632445,
-    "v_measure_std": 0.021547070336537
+    "evaluation_time": 23.8,
+    "v_measure": 0.2497125358656327,
+    "v_measure_std": 0.0388663241604752
   }
 }