Add French evaluation results

results/Cohere-embed-multilingual-light-v3.0/AlloProfClusteringP2P.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "392ba3f5bcc8c51f578786c1fc3dae648662cb9b",
+  "mteb_dataset_name": "AlloProfClusteringP2P",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 9.27,
+    "v_measure": 0.6195997777996813,
+    "v_measure_std": 0.034645318986060804
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/AlloProfClusteringS2S.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "392ba3f5bcc8c51f578786c1fc3dae648662cb9b",
+  "mteb_dataset_name": "AlloProfClusteringS2S",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 3.11,
+    "v_measure": 0.3135667338652056,
+    "v_measure_std": 0.026834560717231115
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/AlloprofReranking.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "666fdacebe0291776e86f29345663dfaf80a0db9",
+  "mteb_dataset_name": "AlloprofReranking",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 313.73,
+    "map": 0.5159850314408292,
+    "mrr": 0.5260550288341944
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/AlloprofRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "392ba3f5bcc8c51f578786c1fc3dae648662cb9b",
+  "mteb_dataset_name": "AlloprofRetrieval",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 7.75,
+    "map_at_1": 0.20769,
+    "map_at_10": 0.30161,
+    "map_at_100": 0.31404,
+    "map_at_1000": 0.31472,
+    "map_at_3": 0.2731,
+    "map_at_5": 0.28854,
+    "mrr_at_1": 0.20769,
+    "mrr_at_10": 0.30161,
+    "mrr_at_100": 0.31404,
+    "mrr_at_1000": 0.31472,
+    "mrr_at_3": 0.2731,
+    "mrr_at_5": 0.28854,
+    "ndcg_at_1": 0.20769,
+    "ndcg_at_10": 0.35394,
+    "ndcg_at_100": 0.41808,
+    "ndcg_at_1000": 0.43712,
+    "ndcg_at_3": 0.29465,
+    "ndcg_at_5": 0.32225,
+    "precision_at_1": 0.20769,
+    "precision_at_10": 0.05216,
+    "precision_at_100": 0.0083,
+    "precision_at_1000": 0.00098,
+    "precision_at_3": 0.11903,
+    "precision_at_5": 0.08472,
+    "recall_at_1": 0.20769,
+    "recall_at_10": 0.52159,
+    "recall_at_100": 0.83031,
+    "recall_at_1000": 0.9823,
+    "recall_at_3": 0.35708,
+    "recall_at_5": 0.42358
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/AmazonReviewsClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "1399c76144fd37290681b995c656ef9b2e06e26d",
+  "mteb_dataset_name": "AmazonReviewsClassification",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 94.78,
+    "fr": {
+      "accuracy": 0.386,
+      "accuracy_stderr": 0.02434962012024007,
+      "f1": 0.3726874397502465,
+      "f1_stderr": 0.02090336799134978,
+      "main_score": 0.386
+    }
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/BSARDRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "5effa1b9b5fa3b0f9e12523e6e43e5f86a6e6d59",
+  "mteb_dataset_name": "BSARDRetrieval",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 498.21,
+    "map_at_1": 0.0,
+    "map_at_10": 0.0,
+    "map_at_100": 0.00023,
+    "map_at_1000": 0.00029,
+    "map_at_3": 0.0,
+    "map_at_5": 0.0,
+    "mrr_at_1": 0.0,
+    "mrr_at_10": 0.0,
+    "mrr_at_100": 0.00023,
+    "mrr_at_1000": 0.00029,
+    "mrr_at_3": 0.0,
+    "mrr_at_5": 0.0,
+    "ndcg_at_1": 0.0,
+    "ndcg_at_10": 0.0,
+    "ndcg_at_100": 0.00165,
+    "ndcg_at_1000": 0.00462,
+    "ndcg_at_3": 0.0,
+    "ndcg_at_5": 0.0,
+    "precision_at_1": 0.0,
+    "precision_at_10": 0.0,
+    "precision_at_100": 9e-05,
+    "precision_at_1000": 4e-05,
+    "precision_at_3": 0.0,
+    "precision_at_5": 0.0,
+    "recall_at_1": 0.0,
+    "recall_at_10": 0.0,
+    "recall_at_100": 0.00901,
+    "recall_at_1000": 0.03604,
+    "recall_at_3": 0.0,
+    "recall_at_5": 0.0
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/DiaBLaBitextMining.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "5345895c56a601afe1a98519ce3199be60a27dba",
+  "mteb_dataset_name": "DiaBLaBitextMining",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 7.55,
+    "fr-en": {
+      "accuracy": 0.703723034098817,
+      "f1": 0.6631613175502583,
+      "main_score": 0.6631613175502583,
+      "precision": 0.6485129217003461,
+      "recall": 0.703723034098817
+    }
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/FloresBitextMining.json

@@ -0,0 +1,22 @@
+{
+  "dataset_revision": "80dc3040d19756742c9a18267ab30f54fb8e226b",
+  "dev": {
+    "eng_Latn-fra_Latn": {
+      "accuracy": 0.9979939819458375,
+      "f1": 0.9973253092611166,
+      "main_score": 0.9973253092611166,
+      "precision": 0.9969909729187563,
+      "recall": 0.9979939819458375
+    },
+    "evaluation_time": 21.63,
+    "fra_Latn-eng_Latn": {
+      "accuracy": 1.0,
+      "f1": 1.0,
+      "main_score": 1.0,
+      "precision": 1.0,
+      "recall": 1.0
+    }
+  },
+  "mteb_dataset_name": "FloresBitextMining",
+  "mteb_version": "1.1.2.dev0"
+}

results/Cohere-embed-multilingual-light-v3.0/HALClusteringS2S.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "e06ebbbb123f8144bef1a5d18796f3dec9ae2915",
+  "mteb_dataset_name": "HALClusteringS2S",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 6369.88,
+    "v_measure": 0.1731069266684963,
+    "v_measure_std": 0.02652104251669533
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/MLSUMClusteringP2P.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "b5d54f8f3b61ae17845046286940f03c6bc79bc7",
+  "mteb_dataset_name": "MLSUMClusteringP2P",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 2992.37,
+    "v_measure": 0.42798547868766856,
+    "v_measure_std": 0.014561716880110435
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/MLSUMClusteringS2S.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "b5d54f8f3b61ae17845046286940f03c6bc79bc7",
+  "mteb_dataset_name": "MLSUMClusteringS2S",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 260.47,
+    "v_measure": 0.32724472009669514,
+    "v_measure_std": 0.019502705925469307
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/MTOPDomainClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "d80d48c1eb48d3562165c59d59d0034df9fff0bf",
+  "mteb_dataset_name": "MTOPDomainClassification",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 120.19,
+    "fr": {
+      "accuracy": 0.8079235828374569,
+      "accuracy_stderr": 0.009082421676567662,
+      "f1": 0.805608522947062,
+      "f1_stderr": 0.013460682577394035,
+      "main_score": 0.8079235828374569
+    }
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/MTOPIntentClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba",
+  "mteb_dataset_name": "MTOPIntentClassification",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 123.39,
+    "fr": {
+      "accuracy": 0.5000626370184779,
+      "accuracy_stderr": 0.02657945252782816,
+      "f1": 0.3641612350661383,
+      "f1_stderr": 0.011006914579086103,
+      "main_score": 0.5000626370184779
+    }
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/MasakhaNEWSClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "8ccc72e69e65f40c70e117d8b3c08306bb788b60",
+  "mteb_dataset_name": "MasakhaNEWSClassification",
+  "mteb_version": "1.1.3.dev0",
+  "test": {
+    "evaluation_time": 40.81,
+    "fra": {
+      "accuracy": 0.8258293838862558,
+      "accuracy_stderr": 0.018085707965016296,
+      "f1": 0.7883080505009323,
+      "f1_stderr": 0.022628365803413552,
+      "main_score": 0.8258293838862558
+    }
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/MasakhaNEWSClusteringP2P.json

@@ -0,0 +1,13 @@
+{
+  "dataset_revision": "8ccc72e69e65f40c70e117d8b3c08306bb788b60",
+  "mteb_dataset_name": "MasakhaNEWSClusteringP2P",
+  "mteb_version": "1.1.3.dev0",
+  "test": {
+    "evaluation_time": 14.5,
+    "fra": {
+      "main_score": 0.5680686305484748,
+      "v_measure": 0.5680686305484748,
+      "v_measure_std": 0.33493881235607564
+    }
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/MasakhaNEWSClusteringS2S.json

@@ -0,0 +1,13 @@
+{
+  "dataset_revision": "8ccc72e69e65f40c70e117d8b3c08306bb788b60",
+  "mteb_dataset_name": "MasakhaNEWSClusteringS2S",
+  "mteb_version": "1.1.3.dev0",
+  "test": {
+    "evaluation_time": 7.52,
+    "fra": {
+      "main_score": 0.294063089090014,
+      "v_measure": 0.294063089090014,
+      "v_measure_std": 0.36848920307390415
+    }
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/MassiveIntentClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "31efe3c427b0bae9c22cbb560b8f15491cc6bed7",
+  "mteb_dataset_name": "MassiveIntentClassification",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 193.45,
+    "fr": {
+      "accuracy": 0.5631136516476126,
+      "accuracy_stderr": 0.018613082340953727,
+      "f1": 0.5467523752034398,
+      "f1_stderr": 0.016119615501946138,
+      "main_score": 0.5631136516476126
+    }
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/MassiveScenarioClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "7d571f92784cd94a019292a1f45445077d0ef634",
+  "mteb_dataset_name": "MassiveScenarioClassification",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 3.3,
+    "fr": {
+      "accuracy": 0.5949562878278413,
+      "accuracy_stderr": 0.023649076618573666,
+      "f1": 0.5804619584348474,
+      "f1_stderr": 0.026189714485924828,
+      "main_score": 0.5949562878278413
+    }
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/MintakaRetrieval.json

@@ -0,0 +1,40 @@
+{
+  "dataset_revision": "efa78cc2f74bbcd21eff2261f9e13aebe40b814e",
+  "mteb_dataset_name": "MintakaRetrieval",
+  "mteb_version": "1.1.3.dev0",
+  "test": {
+    "evaluation_time": 84.23,
+    "fr": {
+      "map_at_1": 0.12695,
+      "map_at_10": 0.19229,
+      "map_at_100": 0.20162,
+      "map_at_1000": 0.20279,
+      "map_at_3": 0.17226,
+      "map_at_5": 0.18219,
+      "mrr_at_1": 0.12695,
+      "mrr_at_10": 0.19229,
+      "mrr_at_100": 0.20162,
+      "mrr_at_1000": 0.20279,
+      "mrr_at_3": 0.17226,
+      "mrr_at_5": 0.18219,
+      "ndcg_at_1": 0.12695,
+      "ndcg_at_10": 0.23004,
+      "ndcg_at_100": 0.28219,
+      "ndcg_at_1000": 0.31982,
+      "ndcg_at_3": 0.18741,
+      "ndcg_at_5": 0.20547,
+      "precision_at_1": 0.12695,
+      "precision_at_10": 0.03518,
+      "precision_at_100": 0.00612,
+      "precision_at_1000": 0.00092,
+      "precision_at_3": 0.07712,
+      "precision_at_5": 0.05512,
+      "recall_at_1": 0.12695,
+      "recall_at_10": 0.35176,
+      "recall_at_100": 0.61179,
+      "recall_at_1000": 0.92179,
+      "recall_at_3": 0.23137,
+      "recall_at_5": 0.27559
+    }
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/OpusparcusPC.json

@@ -0,0 +1,51 @@
+{
+  "dataset_revision": "9e9b1f8ef51616073f47f306f7f47dd91663f86a",
+  "mteb_dataset_name": "OpusparcusPC",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 28.52,
+    "fr": {
+      "cos_sim": {
+        "accuracy": 0.9990069513406157,
+        "accuracy_threshold": 0.4264082529891724,
+        "ap": 1.0,
+        "f1": 0.9995032290114257,
+        "f1_threshold": 0.4264082529891724,
+        "precision": 1.0,
+        "recall": 0.9990069513406157
+      },
+      "dot": {
+        "accuracy": 0.9990069513406157,
+        "accuracy_threshold": 0.4263900861440675,
+        "ap": 1.0,
+        "f1": 0.9995032290114257,
+        "f1_threshold": 0.4263900861440675,
+        "precision": 1.0,
+        "recall": 0.9990069513406157
+      },
+      "euclidean": {
+        "accuracy": 0.9990069513406157,
+        "accuracy_threshold": 1.070567947257371,
+        "ap": 1.0,
+        "f1": 0.9995032290114257,
+        "f1_threshold": 1.070567947257371,
+        "precision": 1.0,
+        "recall": 0.9990069513406157
+      },
+      "manhattan": {
+        "accuracy": 0.9990069513406157,
+        "accuracy_threshold": 16.440133085974693,
+        "ap": 1.0,
+        "f1": 0.9995032290114257,
+        "f1_threshold": 16.440133085974693,
+        "precision": 1.0,
+        "recall": 0.9990069513406157
+      },
+      "max": {
+        "accuracy": 0.9990069513406157,
+        "ap": 1.0,
+        "f1": 0.9995032290114257
+      }
+    }
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/PawsX.json

@@ -0,0 +1,51 @@
+{
+  "dataset_revision": "8a04d940a42cd40658986fdd8e3da561533a3646",
+  "mteb_dataset_name": "PawsX",
+  "mteb_version": "1.1.3.dev0",
+  "test": {
+    "evaluation_time": 58.02,
+    "fr": {
+      "cos_sim": {
+        "accuracy": 0.594,
+        "accuracy_threshold": 0.9769771198689359,
+        "ap": 0.5731728148121378,
+        "f1": 0.6251298026998962,
+        "f1_threshold": 0.6564006246453931,
+        "precision": 0.45468277945619334,
+        "recall": 1.0
+      },
+      "dot": {
+        "accuracy": 0.595,
+        "accuracy_threshold": 0.9758832764687353,
+        "ap": 0.572888136373088,
+        "f1": 0.6251298026998962,
+        "f1_threshold": 0.6564062499464616,
+        "precision": 0.45468277945619334,
+        "recall": 1.0
+      },
+      "euclidean": {
+        "accuracy": 0.594,
+        "accuracy_threshold": 0.21421118207290207,
+        "ap": 0.5731754344650203,
+        "f1": 0.6251298026998962,
+        "f1_threshold": 0.8273740306089585,
+        "precision": 0.45468277945619334,
+        "recall": 1.0
+      },
+      "manhattan": {
+        "accuracy": 0.595,
+        "accuracy_threshold": 3.3371051107335,
+        "ap": 0.5734822424301145,
+        "f1": 0.6251298026998962,
+        "f1_threshold": 12.824252609723,
+        "precision": 0.45468277945619334,
+        "recall": 1.0
+      },
+      "max": {
+        "accuracy": 0.595,
+        "ap": 0.5734822424301145,
+        "f1": 0.6251298026998962
+      }
+    }
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/SICKFr.json

@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "e077ab4cf4774a1e36d86d593b150422fafd8e8a",
+  "mteb_dataset_name": "SICKFr",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "cos_sim": {
+      "pearson": 0.7941317561132856,
+      "spearman": 0.7550483099806141
+    },
+    "euclidean": {
+      "pearson": 0.7597815358720468,
+      "spearman": 0.7550603048476643
+    },
+    "evaluation_time": 86.58,
+    "manhattan": {
+      "pearson": 0.7590401021023072,
+      "spearman": 0.75315955945439
+    }
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/STS22.json

@@ -0,0 +1,22 @@
+{
+  "dataset_revision": "6d1ba47164174a496b7fa5d3569dae26a6813b80",
+  "mteb_dataset_name": "STS22",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 5.47,
+    "fr": {
+      "cos_sim": {
+        "pearson": 0.8132973801697401,
+        "spearman": 0.8279714502136332
+      },
+      "euclidean": {
+        "pearson": 0.8143759495973101,
+        "spearman": 0.8279714502136332
+      },
+      "manhattan": {
+        "pearson": 0.8159523373062699,
+        "spearman": 0.8273733609986385
+      }
+    }
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/STSBenchmarkMultilingualSTS.json

@@ -0,0 +1,22 @@
+{
+  "dataset_revision": "93d57ef91790589e3ce9c365164337a8a78b7632",
+  "mteb_dataset_name": "STSBenchmarkMultilingualSTS",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 36.9,
+    "fr": {
+      "cos_sim": {
+        "pearson": 0.7626626852641427,
+        "spearman": 0.7648019211186484
+      },
+      "euclidean": {
+        "pearson": 0.7603443352831593,
+        "spearman": 0.7648088469041759
+      },
+      "manhattan": {
+        "pearson": 0.7581368880239215,
+        "spearman": 0.761996920352758
+      }
+    }
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/SummEvalFr.json

@@ -0,0 +1,16 @@
+{
+  "dataset_revision": "b385812de6a9577b6f4d0f88c6a6e35395a94054",
+  "mteb_dataset_name": "SummEvalFr",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "cos_sim": {
+      "pearson": 0.3024823781161866,
+      "spearman": 0.314006702294
+    },
+    "dot": {
+      "pearson": 0.3024124343152867,
+      "spearman": 0.3144239478092228
+    },
+    "evaluation_time": 60.9
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/SyntecReranking.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "b205c5084a0934ce8af14338bf03feb19499c84d",
+  "mteb_dataset_name": "SyntecReranking",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 0.36,
+    "map": 0.8803333333333333,
+    "mrr": 0.8803333333333333
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/SyntecRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "77f7e271bf4a92b24fce5119f3486b583ca016ff",
+  "mteb_dataset_name": "SyntecRetrieval",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 3.64,
+    "map_at_1": 0.59,
+    "map_at_10": 0.71094,
+    "map_at_100": 0.71387,
+    "map_at_1000": 0.71387,
+    "map_at_3": 0.68167,
+    "map_at_5": 0.69417,
+    "mrr_at_1": 0.59,
+    "mrr_at_10": 0.71094,
+    "mrr_at_100": 0.71387,
+    "mrr_at_1000": 0.71387,
+    "mrr_at_3": 0.68167,
+    "mrr_at_5": 0.69417,
+    "ndcg_at_1": 0.59,
+    "ndcg_at_10": 0.76882,
+    "ndcg_at_100": 0.78072,
+    "ndcg_at_1000": 0.78072,
+    "ndcg_at_3": 0.70964,
+    "ndcg_at_5": 0.73117,
+    "precision_at_1": 0.59,
+    "precision_at_10": 0.095,
+    "precision_at_100": 0.01,
+    "precision_at_1000": 0.001,
+    "precision_at_3": 0.26333,
+    "precision_at_5": 0.168,
+    "recall_at_1": 0.59,
+    "recall_at_10": 0.95,
+    "recall_at_100": 1.0,
+    "recall_at_1000": 1.0,
+    "recall_at_3": 0.79,
+    "recall_at_5": 0.84
+  }
+}

results/Cohere-embed-multilingual-light-v3.0/XPQARetrieval.json

@@ -0,0 +1,40 @@
+{
+  "dataset_revision": "c99d599f0a6ab9b85b065da6f9d94f9cf731679f",
+  "mteb_dataset_name": "XPQARetrieval",
+  "mteb_version": "1.1.3.dev0",
+  "test": {
+    "evaluation_time": 47.2,
+    "fr": {
+      "map_at_1": 0.27361,
+      "map_at_10": 0.39755,
+      "map_at_100": 0.41354,
+      "map_at_1000": 0.41522,
+      "map_at_3": 0.3637,
+      "map_at_5": 0.38421,
+      "mrr_at_1": 0.4259,
+      "mrr_at_10": 0.48981,
+      "mrr_at_100": 0.49937,
+      "mrr_at_1000": 0.49993,
+      "mrr_at_3": 0.4713,
+      "mrr_at_5": 0.48158,
+      "ndcg_at_1": 0.4259,
+      "ndcg_at_10": 0.45227,
+      "ndcg_at_100": 0.51813,
+      "ndcg_at_1000": 0.55056,
+      "ndcg_at_3": 0.41705,
+      "ndcg_at_5": 0.42712,
+      "precision_at_1": 0.4259,
+      "precision_at_10": 0.10107,
+      "precision_at_100": 0.01571,
+      "precision_at_1000": 0.00205,
+      "precision_at_3": 0.24611,
+      "precision_at_5": 0.1725,
+      "recall_at_1": 0.27361,
+      "recall_at_10": 0.51578,
+      "recall_at_100": 0.78053,
+      "recall_at_1000": 0.9911,
+      "recall_at_3": 0.40296,
+      "recall_at_5": 0.45503
+    }
+  }
+}

results/Cohere-embed-multilingual-v3.0/AlloProfClusteringP2P.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "392ba3f5bcc8c51f578786c1fc3dae648662cb9b",
+  "mteb_dataset_name": "AlloProfClusteringP2P",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 4.72,
+    "v_measure": 0.6352561566282294,
+    "v_measure_std": 0.03256910682747109
+  }
+}

results/Cohere-embed-multilingual-v3.0/AlloProfClusteringS2S.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "392ba3f5bcc8c51f578786c1fc3dae648662cb9b",
+  "mteb_dataset_name": "AlloProfClusteringS2S",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 3.31,
+    "v_measure": 0.361759185577996,
+    "v_measure_std": 0.03025726586661856
+  }
+}

results/Cohere-embed-multilingual-v3.0/AlloprofReranking.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "666fdacebe0291776e86f29345663dfaf80a0db9",
+  "mteb_dataset_name": "AlloprofReranking",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 304.02,
+    "map": 0.5101276380430734,
+    "mrr": 0.5191801585318947
+  }
+}

results/Cohere-embed-multilingual-v3.0/AlloprofRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "392ba3f5bcc8c51f578786c1fc3dae648662cb9b",
+  "mteb_dataset_name": "AlloprofRetrieval",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 9.95,
+    "map_at_1": 0.22841,
+    "map_at_10": 0.32667,
+    "map_at_100": 0.33891,
+    "map_at_1000": 0.33948,
+    "map_at_3": 0.29498,
+    "map_at_5": 0.31197,
+    "mrr_at_1": 0.22841,
+    "mrr_at_10": 0.32667,
+    "mrr_at_100": 0.33891,
+    "mrr_at_1000": 0.33948,
+    "mrr_at_3": 0.29498,
+    "mrr_at_5": 0.31197,
+    "ndcg_at_1": 0.22841,
+    "ndcg_at_10": 0.38361,
+    "ndcg_at_100": 0.44605,
+    "ndcg_at_1000": 0.46194,
+    "ndcg_at_3": 0.31731,
+    "ndcg_at_5": 0.34791,
+    "precision_at_1": 0.22841,
+    "precision_at_10": 0.05669,
+    "precision_at_100": 0.00865,
+    "precision_at_1000": 0.00099,
+    "precision_at_3": 0.12737,
+    "precision_at_5": 0.09128,
+    "recall_at_1": 0.22841,
+    "recall_at_10": 0.56693,
+    "recall_at_100": 0.86528,
+    "recall_at_1000": 0.99136,
+    "recall_at_3": 0.38212,
+    "recall_at_5": 0.45639
+  }
+}

results/Cohere-embed-multilingual-v3.0/AmazonReviewsClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "1399c76144fd37290681b995c656ef9b2e06e26d",
+  "mteb_dataset_name": "AmazonReviewsClassification",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 106.18,
+    "fr": {
+      "accuracy": 0.41891999999999996,
+      "accuracy_stderr": 0.021508919080232742,
+      "f1": 0.4032552336233479,
+      "f1_stderr": 0.02328638244947608,
+      "main_score": 0.41891999999999996
+    }
+  }
+}

results/Cohere-embed-multilingual-v3.0/BSARDRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "5effa1b9b5fa3b0f9e12523e6e43e5f86a6e6d59",
+  "mteb_dataset_name": "BSARDRetrieval",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 628.56,
+    "map_at_1": 0.0,
+    "map_at_10": 0.00056,
+    "map_at_100": 0.00118,
+    "map_at_1000": 0.00176,
+    "map_at_3": 0.0,
+    "map_at_5": 0.0,
+    "mrr_at_1": 0.0,
+    "mrr_at_10": 0.00056,
+    "mrr_at_100": 0.00118,
+    "mrr_at_1000": 0.00176,
+    "mrr_at_3": 0.0,
+    "mrr_at_5": 0.0,
+    "ndcg_at_1": 0.0,
+    "ndcg_at_10": 0.00142,
+    "ndcg_at_100": 0.00624,
+    "ndcg_at_1000": 0.02995,
+    "ndcg_at_3": 0.0,
+    "ndcg_at_5": 0.0,
+    "precision_at_1": 0.0,
+    "precision_at_10": 0.00045,
+    "precision_at_100": 0.00032,
+    "precision_at_1000": 0.00024,
+    "precision_at_3": 0.0,
+    "precision_at_5": 0.0,
+    "recall_at_1": 0.0,
+    "recall_at_10": 0.0045,
+    "recall_at_100": 0.03153,
+    "recall_at_1000": 0.23874,
+    "recall_at_3": 0.0,
+    "recall_at_5": 0.0
+  }
+}

results/Cohere-embed-multilingual-v3.0/DiaBLaBitextMining.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "5345895c56a601afe1a98519ce3199be60a27dba",
+  "mteb_dataset_name": "DiaBLaBitextMining",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 10.44,
+    "fr-en": {
+      "accuracy": 0.8529923451635352,
+      "f1": 0.8308540836724554,
+      "main_score": 0.8308540836724554,
+      "precision": 0.8226521817979757,
+      "recall": 0.8529923451635352
+    }
+  }
+}

results/Cohere-embed-multilingual-v3.0/FloresBitextMining.json

@@ -0,0 +1,22 @@
+{
+  "dataset_revision": "80dc3040d19756742c9a18267ab30f54fb8e226b",
+  "dev": {
+    "eng_Latn-fra_Latn": {
+      "accuracy": 1.0,
+      "f1": 1.0,
+      "main_score": 1.0,
+      "precision": 1.0,
+      "recall": 1.0
+    },
+    "evaluation_time": 25.47,
+    "fra_Latn-eng_Latn": {
+      "accuracy": 1.0,
+      "f1": 1.0,
+      "main_score": 1.0,
+      "precision": 1.0,
+      "recall": 1.0
+    }
+  },
+  "mteb_dataset_name": "FloresBitextMining",
+  "mteb_version": "1.1.2.dev0"
+}

results/Cohere-embed-multilingual-v3.0/HALClusteringS2S.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "e06ebbbb123f8144bef1a5d18796f3dec9ae2915",
+  "mteb_dataset_name": "HALClusteringS2S",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 1606.48,
+    "v_measure": 0.19903567352571477,
+    "v_measure_std": 0.026835456321720026
+  }
+}

results/Cohere-embed-multilingual-v3.0/MLSUMClusteringP2P.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "b5d54f8f3b61ae17845046286940f03c6bc79bc7",
+  "mteb_dataset_name": "MLSUMClusteringP2P",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 609.37,
+    "v_measure": 0.45083603253638715,
+    "v_measure_std": 0.02083357369870909
+  }
+}

results/Cohere-embed-multilingual-v3.0/MLSUMClusteringS2S.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "b5d54f8f3b61ae17845046286940f03c6bc79bc7",
+  "mteb_dataset_name": "MLSUMClusteringS2S",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 307.15,
+    "v_measure": 0.347527142956374,
+    "v_measure_std": 0.017891454852758105
+  }
+}

results/Cohere-embed-multilingual-v3.0/MTOPDomainClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "d80d48c1eb48d3562165c59d59d0034df9fff0bf",
+  "mteb_dataset_name": "MTOPDomainClassification",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 69.15,
+    "fr": {
+      "accuracy": 0.8622925148762919,
+      "accuracy_stderr": 0.01125903674017929,
+      "f1": 0.8633264163994682,
+      "f1_stderr": 0.01328220211121674,
+      "main_score": 0.8622925148762919
+    }
+  }
+}

results/Cohere-embed-multilingual-v3.0/MTOPIntentClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba",
+  "mteb_dataset_name": "MTOPIntentClassification",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 158.58,
+    "fr": {
+      "accuracy": 0.6107422486689634,
+      "accuracy_stderr": 0.022641982619270633,
+      "f1": 0.43401129295165414,
+      "f1_stderr": 0.008191836788637307,
+      "main_score": 0.6107422486689634
+    }
+  }
+}

results/Cohere-embed-multilingual-v3.0/MasakhaNEWSClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "8ccc72e69e65f40c70e117d8b3c08306bb788b60",
+  "mteb_dataset_name": "MasakhaNEWSClassification",
+  "mteb_version": "1.1.3.dev0",
+  "test": {
+    "evaluation_time": 68.89,
+    "fra": {
+      "accuracy": 0.830568720379147,
+      "accuracy_stderr": 0.01805463284246488,
+      "f1": 0.7952241754979423,
+      "f1_stderr": 0.020056259740851595,
+      "main_score": 0.830568720379147
+    }
+  }
+}

results/Cohere-embed-multilingual-v3.0/MasakhaNEWSClusteringP2P.json

@@ -0,0 +1,13 @@
+{
+  "dataset_revision": "8ccc72e69e65f40c70e117d8b3c08306bb788b60",
+  "mteb_dataset_name": "MasakhaNEWSClusteringP2P",
+  "mteb_version": "1.1.3.dev0",
+  "test": {
+    "evaluation_time": 29.73,
+    "fra": {
+      "main_score": 0.5318379498672176,
+      "v_measure": 0.5318379498672176,
+      "v_measure_std": 0.2986934961487523
+    }
+  }
+}

results/Cohere-embed-multilingual-v3.0/MasakhaNEWSClusteringS2S.json

@@ -0,0 +1,13 @@
+{
+  "dataset_revision": "8ccc72e69e65f40c70e117d8b3c08306bb788b60",
+  "mteb_dataset_name": "MasakhaNEWSClusteringS2S",
+  "mteb_version": "1.1.3.dev0",
+  "test": {
+    "evaluation_time": 19.69,
+    "fra": {
+      "main_score": 0.3230998225707994,
+      "v_measure": 0.3230998225707994,
+      "v_measure_std": 0.3920815913240176
+    }
+  }
+}

results/Cohere-embed-multilingual-v3.0/MassiveIntentClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "31efe3c427b0bae9c22cbb560b8f15491cc6bed7",
+  "mteb_dataset_name": "MassiveIntentClassification",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 191.19,
+    "fr": {
+      "accuracy": 0.629388029589778,
+      "accuracy_stderr": 0.013063376806484487,
+      "f1": 0.6147807233735255,
+      "f1_stderr": 0.007785321093863185,
+      "main_score": 0.629388029589778
+    }
+  }
+}

results/Cohere-embed-multilingual-v3.0/MassiveScenarioClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "7d571f92784cd94a019292a1f45445077d0ef634",
+  "mteb_dataset_name": "MassiveScenarioClassification",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 12.44,
+    "fr": {
+      "accuracy": 0.6729320780094149,
+      "accuracy_stderr": 0.02257873648888101,
+      "f1": 0.6640585505443336,
+      "f1_stderr": 0.021417770693361465,
+      "main_score": 0.6729320780094149
+    }
+  }
+}

results/Cohere-embed-multilingual-v3.0/MintakaRetrieval.json

@@ -0,0 +1,40 @@
+{
+  "dataset_revision": "efa78cc2f74bbcd21eff2261f9e13aebe40b814e",
+  "mteb_dataset_name": "MintakaRetrieval",
+  "mteb_version": "1.1.3.dev0",
+  "test": {
+    "evaluation_time": 112.74,
+    "fr": {
+      "map_at_1": 0.14373,
+      "map_at_10": 0.2146,
+      "map_at_100": 0.22691,
+      "map_at_1000": 0.22785,
+      "map_at_3": 0.19315,
+      "map_at_5": 0.2039,
+      "mrr_at_1": 0.14373,
+      "mrr_at_10": 0.2146,
+      "mrr_at_100": 0.22691,
+      "mrr_at_1000": 0.22785,
+      "mrr_at_3": 0.19315,
+      "mrr_at_5": 0.2039,
+      "ndcg_at_1": 0.14373,
+      "ndcg_at_10": 0.25437,
+      "ndcg_at_100": 0.31693,
+      "ndcg_at_1000": 0.34817,
+      "ndcg_at_3": 0.20878,
+      "ndcg_at_5": 0.22834,
+      "precision_at_1": 0.14373,
+      "precision_at_10": 0.03825,
+      "precision_at_100": 0.00681,
+      "precision_at_1000": 0.00094,
+      "precision_at_3": 0.08463,
+      "precision_at_5": 0.06036,
+      "recall_at_1": 0.14373,
+      "recall_at_10": 0.38247,
+      "recall_at_100": 0.68059,
+      "recall_at_1000": 0.94021,
+      "recall_at_3": 0.25389,
+      "recall_at_5": 0.3018
+    }
+  }
+}

results/Cohere-embed-multilingual-v3.0/OpusparcusPC.json

@@ -0,0 +1,51 @@
+{
+  "dataset_revision": "9e9b1f8ef51616073f47f306f7f47dd91663f86a",
+  "mteb_dataset_name": "OpusparcusPC",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "evaluation_time": 33.21,
+    "fr": {
+      "cos_sim": {
+        "accuracy": 0.9990069513406157,
+        "accuracy_threshold": 0.5511510474858795,
+        "ap": 1.0,
+        "f1": 0.9995032290114257,
+        "f1_threshold": 0.5511510474858795,
+        "precision": 1.0,
+        "recall": 0.9990069513406157
+      },
+      "dot": {
+        "accuracy": 0.9990069513406157,
+        "accuracy_threshold": 0.5511394509721507,
+        "ap": 1.0,
+        "f1": 0.9995032290114257,
+        "f1_threshold": 0.5511394509721507,
+        "precision": 1.0,
+        "recall": 0.9990069513406157
+      },
+      "euclidean": {
+        "accuracy": 0.9990069513406157,
+        "accuracy_threshold": 0.9474531604075405,
+        "ap": 1.0,
+        "f1": 0.9995032290114257,
+        "f1_threshold": 0.9474531604075405,
+        "precision": 1.0,
+        "recall": 0.9990069513406157
+      },
+      "manhattan": {
+        "accuracy": 0.9990069513406157,
+        "accuracy_threshold": 23.43062458511735,
+        "ap": 1.0,
+        "f1": 0.9995032290114257,
+        "f1_threshold": 23.43062458511735,
+        "precision": 1.0,
+        "recall": 0.9990069513406157
+      },
+      "max": {
+        "accuracy": 0.9990069513406157,
+        "ap": 1.0,
+        "f1": 0.9995032290114257
+      }
+    }
+  }
+}

results/Cohere-embed-multilingual-v3.0/PawsX.json

@@ -0,0 +1,51 @@
+{
+  "dataset_revision": "8a04d940a42cd40658986fdd8e3da561533a3646",
+  "mteb_dataset_name": "PawsX",
+  "mteb_version": "1.1.3.dev0",
+  "test": {
+    "evaluation_time": 140.59,
+    "fr": {
+      "cos_sim": {
+        "accuracy": 0.6155,
+        "accuracy_threshold": 0.9889496670450961,
+        "ap": 0.6125533530469982,
+        "f1": 0.6281588447653429,
+        "f1_threshold": 0.8860056874747043,
+        "precision": 0.4659882163899304,
+        "recall": 0.9634551495016611
+      },
+      "dot": {
+        "accuracy": 0.616,
+        "accuracy_threshold": 0.9890297202070327,
+        "ap": 0.6121329579640336,
+        "f1": 0.6282005048683735,
+        "f1_threshold": 0.8849503272465148,
+        "precision": 0.4657754010695187,
+        "recall": 0.964562569213732
+      },
+      "euclidean": {
+        "accuracy": 0.6155,
+        "accuracy_threshold": 0.1486725247045886,
+        "ap": 0.6125347384389794,
+        "f1": 0.6281588447653429,
+        "f1_threshold": 0.4774460653943422,
+        "precision": 0.4659882163899304,
+        "recall": 0.9634551495016611
+      },
+      "manhattan": {
+        "accuracy": 0.6165,
+        "accuracy_threshold": 3.7231502517657327,
+        "ap": 0.612279621351029,
+        "f1": 0.6282005048683735,
+        "f1_threshold": 11.964458079781924,
+        "precision": 0.4657754010695187,
+        "recall": 0.964562569213732
+      },
+      "max": {
+        "accuracy": 0.6165,
+        "ap": 0.6125533530469982,
+        "f1": 0.6282005048683735
+      }
+    }
+  }
+}

results/Cohere-embed-multilingual-v3.0/SICKFr.json

@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "e077ab4cf4774a1e36d86d593b150422fafd8e8a",
+  "mteb_dataset_name": "SICKFr",
+  "mteb_version": "1.1.2.dev0",
+  "test": {
+    "cos_sim": {
+      "pearson": 0.8282676697755825,
+      "spearman": 0.7923250123076204
+    },
+    "euclidean": {
+      "pearson": 0.7958670187114464,
+      "spearman": 0.7923252295884844
+    },
+    "evaluation_time": 103.28,
+    "manhattan": {
+      "pearson": 0.7934637591133252,
+      "spearman": 0.7905142775029025
+    }
+  }
+}