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- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/CUADUnlimitedAllYouCanEatLicenseLegalBenchClassification.json +15 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/CataloniaTweetClassification.json +22 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/ContractNLIPermissibleCopyLegalBenchClassification.json +15 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/CorporateLobbyingLegalBenchClassification.json +15 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/CzechSubjectivityClassification.json +25 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/DBpediaClassification.json +13 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/DefinitionClassificationLegalBenchClassification.json +15 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/Diversity2LegalBenchClassification.json +15 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/Diversity3LegalBenchClassification.json +15 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/Diversity4LegalBenchClassification.json +15 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/DutchBookReviewSentimentClassification.json +15 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/NTREXBitextMining.json +0 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/StatcanDialogueDatasetRetrieval.json +181 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/SwissJudgementClassification.json +35 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/SyntecReranking.json +20 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/SyntecRetrieval.json +43 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TV2Nordretrieval.json +38 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TbilisiCityHallBitextMining.json +22 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TenKGnadClusteringS2S.v2.json +21 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/ThuNewsClusteringP2P.v2.json +23 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TopiOCQA.json +43 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/ToxicChatClassification.json +15 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/ToxicConversationsClassification.json +15 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TurHistQuadRetrieval.json +43 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TurkicClassification.json +29 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TurkishProductSentimentClassification.json +15 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TweetEmotionClassification.json +13 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TweetSarcasmClassification.json +15 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TweetSentimentClassification.json +64 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TweetTopicSingleClassification.json +13 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TwentyNewsgroupsClustering.v2.json +33 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TwitterHjerneRetrieval.json +38 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/UCCVCommonLawLegalBenchClassification.json +15 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/UkrFormalityClassification.json +25 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/UnfairTOSLegalBenchClassification.json +13 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/UrduRomanSentimentClassification.json +13 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/VGClustering.json +11 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/VGHierarchicalClusteringP2P.json +45 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/VGHierarchicalClusteringS2S.json +45 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/VieMedEVBitextMining.json +13 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/VieQuADRetrieval.json +38 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/VieStudentFeedbackClassification.json +13 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/WRIMEClassification.json +13 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/WikiClusteringFastP2P.json +260 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/WikiClusteringP2P.json +78 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/WikipediaRerankingMultilingual.json +155 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/WikipediaRetrievalMultilingual.json +683 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/WisesightSentimentClassification.json +13 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/XNLI.json +1215 -0
- testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/XNLIV2.json +567 -0
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/CUADUnlimitedAllYouCanEatLicenseLegalBenchClassification.json
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{
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"dataset_revision": "12ca3b695563788fead87a982ad1a068284413f4",
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"mteb_dataset_name": "CUADUnlimitedAllYouCanEatLicenseLegalBenchClassification",
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"mteb_version": "1.7.7",
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"test": {
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"accuracy": 0.75,
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"accuracy_stderr": 0.0,
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"ap": 0.6691176470588236,
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"ap_stderr": 0.0,
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"evaluation_time": 26.37,
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"f1": 0.7386569872958259,
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"f1_stderr": 1.1102230246251565e-16,
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"main_score": 0.75
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}
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}
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testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/CataloniaTweetClassification.json
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{
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"dataset_revision": "cf24d44e517efa534f048e5fc5981f399ed25bee",
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"mteb_dataset_name": "CataloniaTweetClassification",
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"mteb_version": "1.6.37",
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"test": {
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"catalan": {
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"accuracy": 0.43600000000000005,
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"accuracy_stderr": 0.042004761634843256,
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"f1": 0.4299942765198441,
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"f1_stderr": 0.04020665730650639,
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"main_score": 0.43600000000000005
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},
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"evaluation_time": 51.82,
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"spanish": {
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"accuracy": 0.4932,
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"accuracy_stderr": 0.021022844717116667,
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"f1": 0.5019986248830843,
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"f1_stderr": 0.025770061238838564,
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"main_score": 0.4932
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}
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}
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}
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testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/ContractNLIPermissibleCopyLegalBenchClassification.json
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{
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"dataset_revision": "12ca3b695563788fead87a982ad1a068284413f4",
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"mteb_dataset_name": "ContractNLIPermissibleCopyLegalBenchClassification",
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"mteb_version": "1.7.7",
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"test": {
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"accuracy": 0.367816091954023,
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"accuracy_stderr": 0.0,
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"ap": 0.1894199099280769,
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"ap_stderr": 0.0,
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"evaluation_time": 23.69,
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"f1": 0.3555555555555555,
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"f1_stderr": 0.0,
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"main_score": 0.367816091954023
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}
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}
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testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/CorporateLobbyingLegalBenchClassification.json
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{
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"dataset_revision": "12ca3b695563788fead87a982ad1a068284413f4",
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"mteb_dataset_name": "CorporateLobbyingLegalBenchClassification",
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"mteb_version": "1.7.7",
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"test": {
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"accuracy": 0.7040816326530612,
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"accuracy_stderr": 0.0,
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"ap": 0.2959183673469388,
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"ap_stderr": 5.551115123125783e-17,
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"evaluation_time": 288.63,
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"f1": 0.4131736526946107,
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"f1_stderr": 5.551115123125783e-17,
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"main_score": 0.7040816326530612
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}
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}
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testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/CzechSubjectivityClassification.json
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{
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"dataset_revision": "e387ddf167f3eba99936cff89909ed6264f17e1f",
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"mteb_dataset_name": "CzechSubjectivityClassification",
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"mteb_version": "1.6.12",
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"test": {
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"accuracy": 0.8063,
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"accuracy_stderr": 0.02339358886532804,
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"ap": 0.7613765553488444,
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"evaluation_time": 3.73,
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"f1": 0.8045239373727544,
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"f1_stderr": 0.02500037835573569,
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"main_score": 0.8063
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},
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"validation": {
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"accuracy": 0.7948000000000001,
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"accuracy_stderr": 0.027102767386375865,
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"ap": 0.7451340408916526,
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"ap_stderr": 0.028182844219670145,
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"evaluation_time": 5.35,
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"f1": 0.7933426292085327,
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"f1_stderr": 0.028073988576311885,
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"main_score": 0.7948000000000001
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}
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}
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testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/DBpediaClassification.json
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{
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"dataset_revision": "9abd46cf7fc8b4c64290f26993c540b92aa145ac",
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"mteb_dataset_name": "DBpediaClassification",
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"mteb_version": "1.6.36",
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"test": {
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"accuracy": 0.871435546875,
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"accuracy_stderr": 0.007089500734212557,
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"evaluation_time": 38.69,
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"f1": 0.863423609172077,
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"f1_stderr": 0.008270870625325584,
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"main_score": 0.871435546875
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}
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}
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testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/DefinitionClassificationLegalBenchClassification.json
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{
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"dataset_revision": "12ca3b695563788fead87a982ad1a068284413f4",
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"mteb_dataset_name": "DefinitionClassificationLegalBenchClassification",
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"mteb_version": "1.7.7",
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"test": {
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"accuracy": 0.8975317875841438,
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"accuracy_stderr": 1.1102230246251565e-16,
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"ap": 0.879685685104852,
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"ap_stderr": 0.0,
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"evaluation_time": 107.47,
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"f1": 0.897513211674952,
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"f1_stderr": 2.220446049250313e-16,
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"main_score": 0.8975317875841438
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}
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}
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testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/Diversity2LegalBenchClassification.json
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{
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"dataset_revision": "12ca3b695563788fead87a982ad1a068284413f4",
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"mteb_dataset_name": "Diversity2LegalBenchClassification",
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"mteb_version": "1.7.7",
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"test": {
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"accuracy": 0.7466666666666668,
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"accuracy_stderr": 1.1102230246251565e-16,
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"ap": 0.25333333333333335,
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"ap_stderr": 0.0,
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"evaluation_time": 17.93,
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"f1": 0.42748091603053434,
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"f1_stderr": 5.551115123125783e-17,
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"main_score": 0.7466666666666668
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}
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}
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testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/Diversity3LegalBenchClassification.json
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{
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"dataset_revision": "12ca3b695563788fead87a982ad1a068284413f4",
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"mteb_dataset_name": "Diversity3LegalBenchClassification",
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"mteb_version": "1.7.7",
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"test": {
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"accuracy": 0.5866666666666667,
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"accuracy_stderr": 0.0,
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"ap": 0.5866666666666667,
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"ap_stderr": 0.0,
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"evaluation_time": 16.37,
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"f1": 0.3697478991596639,
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"f1_stderr": 0.0,
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"main_score": 0.5866666666666667
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}
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}
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testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/Diversity4LegalBenchClassification.json
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{
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"dataset_revision": "12ca3b695563788fead87a982ad1a068284413f4",
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"mteb_dataset_name": "Diversity4LegalBenchClassification",
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"mteb_version": "1.7.7",
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"test": {
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"accuracy": 0.5333333333333333,
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"accuracy_stderr": 0.0,
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"ap": 0.5333333333333333,
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| 9 |
+
"ap_stderr": 0.0,
|
| 10 |
+
"evaluation_time": 15.98,
|
| 11 |
+
"f1": 0.34782608695652184,
|
| 12 |
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|
| 13 |
+
"main_score": 0.5333333333333333
|
| 14 |
+
}
|
| 15 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/DutchBookReviewSentimentClassification.json
ADDED
|
@@ -0,0 +1,15 @@
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| 1 |
+
{
|
| 2 |
+
"dataset_revision": "3f756ab4572e071eb53e887ab629f19fa747d39e",
|
| 3 |
+
"mteb_dataset_name": "DutchBookReviewSentimentClassification",
|
| 4 |
+
"mteb_version": "1.6.10",
|
| 5 |
+
"test": {
|
| 6 |
+
"accuracy": 0.5346672661870503,
|
| 7 |
+
"accuracy_stderr": 0.027526984292996198,
|
| 8 |
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"ap": 0.519386968929321,
|
| 9 |
+
"ap_stderr": 0.015122457961100472,
|
| 10 |
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"evaluation_time": 332.36,
|
| 11 |
+
"f1": 0.5202855269442265,
|
| 12 |
+
"f1_stderr": 0.04158627123081672,
|
| 13 |
+
"main_score": 0.5346672661870503
|
| 14 |
+
}
|
| 15 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/NTREXBitextMining.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/StatcanDialogueDatasetRetrieval.json
ADDED
|
@@ -0,0 +1,181 @@
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|
| 1 |
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{
|
| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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{
|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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| 15 |
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| 30 |
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| 31 |
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| 33 |
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| 35 |
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| 36 |
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| 49 |
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| 50 |
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| 51 |
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| 52 |
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| 53 |
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| 54 |
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| 92 |
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| 93 |
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| 94 |
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|
| 95 |
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| 96 |
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| 97 |
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| 136 |
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| 137 |
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| 138 |
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|
| 139 |
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| 140 |
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| 171 |
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| 177 |
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| 178 |
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]
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| 179 |
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},
|
| 180 |
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|
| 181 |
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}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/SwissJudgementClassification.json
ADDED
|
@@ -0,0 +1,35 @@
|
|
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|
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|
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|
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "29806f87bba4f23d0707d3b6d9ea5432afefbe2f",
|
| 3 |
+
"mteb_dataset_name": "SwissJudgementClassification",
|
| 4 |
+
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|
| 5 |
+
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|
| 6 |
+
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
+
},
|
| 15 |
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"evaluation_time": 2319.32,
|
| 16 |
+
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|
| 17 |
+
"accuracy": 0.5486803519061583,
|
| 18 |
+
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|
| 19 |
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"ap": 0.1890282211588124,
|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
+
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|
| 24 |
+
},
|
| 25 |
+
"it": {
|
| 26 |
+
"accuracy": 0.5674074074074074,
|
| 27 |
+
"accuracy_stderr": 0.07772916372155113,
|
| 28 |
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"ap": 0.18756711010721577,
|
| 29 |
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"ap_stderr": 0.008476679561630115,
|
| 30 |
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|
| 31 |
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"f1_stderr": 0.03667403598643644,
|
| 32 |
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"main_score": 0.5674074074074074
|
| 33 |
+
}
|
| 34 |
+
}
|
| 35 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/SyntecReranking.json
ADDED
|
@@ -0,0 +1,20 @@
|
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|
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|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "daf0863838cd9e3ba50544cdce3ac2b338a1b0ad",
|
| 3 |
+
"evaluation_time": 1.1864006519317627,
|
| 4 |
+
"kg_co2_emissions": null,
|
| 5 |
+
"mteb_version": "1.11.16",
|
| 6 |
+
"scores": {
|
| 7 |
+
"test": [
|
| 8 |
+
{
|
| 9 |
+
"hf_subset": "default",
|
| 10 |
+
"languages": [
|
| 11 |
+
"fra-Latn"
|
| 12 |
+
],
|
| 13 |
+
"main_score": 0.8181666666666665,
|
| 14 |
+
"map": 0.8181666666666665,
|
| 15 |
+
"mrr": 0.8181666666666665
|
| 16 |
+
}
|
| 17 |
+
]
|
| 18 |
+
},
|
| 19 |
+
"task_name": "SyntecReranking"
|
| 20 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/SyntecRetrieval.json
ADDED
|
@@ -0,0 +1,43 @@
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|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "19661ccdca4dfc2d15122d776b61685f48c68ca9",
|
| 3 |
+
"mteb_dataset_name": "SyntecRetrieval",
|
| 4 |
+
"mteb_version": "1.6.16",
|
| 5 |
+
"test": {
|
| 6 |
+
"evaluation_time": 3.81,
|
| 7 |
+
"map_at_1": 0.57,
|
| 8 |
+
"map_at_10": 0.69854,
|
| 9 |
+
"map_at_100": 0.70202,
|
| 10 |
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"map_at_1000": 0.70202,
|
| 11 |
+
"map_at_20": 0.70142,
|
| 12 |
+
"map_at_3": 0.67167,
|
| 13 |
+
"map_at_5": 0.69167,
|
| 14 |
+
"mrr_at_1": 0.57,
|
| 15 |
+
"mrr_at_10": 0.69854,
|
| 16 |
+
"mrr_at_100": 0.70202,
|
| 17 |
+
"mrr_at_1000": 0.70202,
|
| 18 |
+
"mrr_at_20": 0.70142,
|
| 19 |
+
"mrr_at_3": 0.67167,
|
| 20 |
+
"mrr_at_5": 0.69167,
|
| 21 |
+
"ndcg_at_1": 0.57,
|
| 22 |
+
"ndcg_at_10": 0.75757,
|
| 23 |
+
"ndcg_at_100": 0.77172,
|
| 24 |
+
"ndcg_at_1000": 0.77172,
|
| 25 |
+
"ndcg_at_20": 0.76783,
|
| 26 |
+
"ndcg_at_3": 0.70464,
|
| 27 |
+
"ndcg_at_5": 0.74121,
|
| 28 |
+
"precision_at_1": 0.57,
|
| 29 |
+
"precision_at_10": 0.094,
|
| 30 |
+
"precision_at_100": 0.01,
|
| 31 |
+
"precision_at_1000": 0.001,
|
| 32 |
+
"precision_at_20": 0.049,
|
| 33 |
+
"precision_at_3": 0.26667,
|
| 34 |
+
"precision_at_5": 0.178,
|
| 35 |
+
"recall_at_1": 0.57,
|
| 36 |
+
"recall_at_10": 0.94,
|
| 37 |
+
"recall_at_100": 1.0,
|
| 38 |
+
"recall_at_1000": 1.0,
|
| 39 |
+
"recall_at_20": 0.98,
|
| 40 |
+
"recall_at_3": 0.8,
|
| 41 |
+
"recall_at_5": 0.89
|
| 42 |
+
}
|
| 43 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TV2Nordretrieval.json
ADDED
|
@@ -0,0 +1,38 @@
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|
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|
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|
|
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|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "80cdb115ec2ef46d4e926b252f2b59af62d6c070",
|
| 3 |
+
"mteb_dataset_name": "TV2Nordretrieval",
|
| 4 |
+
"mteb_version": "1.2.1.dev0",
|
| 5 |
+
"test": {
|
| 6 |
+
"evaluation_time": 104.11,
|
| 7 |
+
"map_at_1": 0.8418,
|
| 8 |
+
"map_at_10": 0.88611,
|
| 9 |
+
"map_at_100": 0.8873,
|
| 10 |
+
"map_at_1000": 0.88733,
|
| 11 |
+
"map_at_3": 0.87777,
|
| 12 |
+
"map_at_5": 0.88326,
|
| 13 |
+
"mrr_at_1": 0.8418,
|
| 14 |
+
"mrr_at_10": 0.88611,
|
| 15 |
+
"mrr_at_100": 0.8873,
|
| 16 |
+
"mrr_at_1000": 0.88733,
|
| 17 |
+
"mrr_at_3": 0.87777,
|
| 18 |
+
"mrr_at_5": 0.88326,
|
| 19 |
+
"ndcg_at_1": 0.8418,
|
| 20 |
+
"ndcg_at_10": 0.90525,
|
| 21 |
+
"ndcg_at_100": 0.91124,
|
| 22 |
+
"ndcg_at_1000": 0.91208,
|
| 23 |
+
"ndcg_at_3": 0.88843,
|
| 24 |
+
"ndcg_at_5": 0.89841,
|
| 25 |
+
"precision_at_1": 0.8418,
|
| 26 |
+
"precision_at_10": 0.09644,
|
| 27 |
+
"precision_at_100": 0.00993,
|
| 28 |
+
"precision_at_1000": 0.001,
|
| 29 |
+
"precision_at_3": 0.30632,
|
| 30 |
+
"precision_at_5": 0.18867,
|
| 31 |
+
"recall_at_1": 0.8418,
|
| 32 |
+
"recall_at_10": 0.96436,
|
| 33 |
+
"recall_at_100": 0.99268,
|
| 34 |
+
"recall_at_1000": 0.99951,
|
| 35 |
+
"recall_at_3": 0.91895,
|
| 36 |
+
"recall_at_5": 0.94336
|
| 37 |
+
}
|
| 38 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TbilisiCityHallBitextMining.json
ADDED
|
@@ -0,0 +1,22 @@
|
|
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|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "798bb599140565cca2dab8473035fa167e5ee602",
|
| 3 |
+
"mteb_dataset_name": "TbilisiCityHallBitextMining",
|
| 4 |
+
"mteb_version": "1.7.60",
|
| 5 |
+
"test": {
|
| 6 |
+
"eng_Latn-kat_Geor": {
|
| 7 |
+
"accuracy": 0.8675824175824176,
|
| 8 |
+
"f1": 0.837220041862899,
|
| 9 |
+
"main_score": 0.837220041862899,
|
| 10 |
+
"precision": 0.8243570847142275,
|
| 11 |
+
"recall": 0.8675824175824176
|
| 12 |
+
},
|
| 13 |
+
"evaluation_time": 3.79,
|
| 14 |
+
"kat_Geor-eng_Latn": {
|
| 15 |
+
"accuracy": 0.7791208791208791,
|
| 16 |
+
"f1": 0.7286098028955171,
|
| 17 |
+
"main_score": 0.7286098028955171,
|
| 18 |
+
"precision": 0.7090851410494268,
|
| 19 |
+
"recall": 0.7791208791208791
|
| 20 |
+
}
|
| 21 |
+
}
|
| 22 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TenKGnadClusteringS2S.v2.json
ADDED
|
@@ -0,0 +1,21 @@
|
|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "6cddbe003f12b9b140aec477b583ac4191f01786",
|
| 3 |
+
"mteb_dataset_name": "TenKGnadClusteringS2S.v2",
|
| 4 |
+
"mteb_version": "1.6.37",
|
| 5 |
+
"test": {
|
| 6 |
+
"evaluation_time": 38.72,
|
| 7 |
+
"v_measure": 0.3057386677423264,
|
| 8 |
+
"v_measures": [
|
| 9 |
+
0.29876400384422885,
|
| 10 |
+
0.28114888325040616,
|
| 11 |
+
0.31747435945952784,
|
| 12 |
+
0.3366908459750301,
|
| 13 |
+
0.29670598495043016,
|
| 14 |
+
0.2834807846667271,
|
| 15 |
+
0.32309434258072794,
|
| 16 |
+
0.2965499448792432,
|
| 17 |
+
0.2899388973577858,
|
| 18 |
+
0.33353863045915677
|
| 19 |
+
]
|
| 20 |
+
}
|
| 21 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/ThuNewsClusteringP2P.v2.json
ADDED
|
@@ -0,0 +1,23 @@
|
|
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|
|
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|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "5798586b105c0434e4f0fe5e767abe619442cf93",
|
| 3 |
+
"mteb_dataset_name": "ThuNewsClusteringP2P.v2",
|
| 4 |
+
"mteb_version": "1.8.3",
|
| 5 |
+
"test": {
|
| 6 |
+
"evaluation_time": 3.6,
|
| 7 |
+
"v_measure": 0.5427115453259256,
|
| 8 |
+
"v_measures": {
|
| 9 |
+
"Level 0": [
|
| 10 |
+
0.5682931140115979,
|
| 11 |
+
0.5517667836616685,
|
| 12 |
+
0.5023328122031243,
|
| 13 |
+
0.5499446885868221,
|
| 14 |
+
0.5372645780041132,
|
| 15 |
+
0.5510179876335652,
|
| 16 |
+
0.5780651876980002,
|
| 17 |
+
0.5284934667926814,
|
| 18 |
+
0.5319390760219745,
|
| 19 |
+
0.5279977586457071
|
| 20 |
+
]
|
| 21 |
+
}
|
| 22 |
+
}
|
| 23 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TopiOCQA.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
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|
|
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|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "66cd1dbf5577c653ecb99b385200f08e15e12f30",
|
| 3 |
+
"mteb_dataset_name": "TopiOCQA",
|
| 4 |
+
"mteb_version": "1.10.10",
|
| 5 |
+
"validation": {
|
| 6 |
+
"evaluation_time": 7892.63,
|
| 7 |
+
"map_at_1": 0.07239,
|
| 8 |
+
"map_at_10": 0.11074,
|
| 9 |
+
"map_at_100": 0.11759,
|
| 10 |
+
"map_at_1000": 0.11824,
|
| 11 |
+
"map_at_20": 0.11459,
|
| 12 |
+
"map_at_3": 0.09653,
|
| 13 |
+
"map_at_5": 0.10496,
|
| 14 |
+
"mrr_at_1": 0.07239,
|
| 15 |
+
"mrr_at_10": 0.11074,
|
| 16 |
+
"mrr_at_100": 0.11759,
|
| 17 |
+
"mrr_at_1000": 0.11824,
|
| 18 |
+
"mrr_at_20": 0.11459,
|
| 19 |
+
"mrr_at_3": 0.09653,
|
| 20 |
+
"mrr_at_5": 0.10496,
|
| 21 |
+
"ndcg_at_1": 0.07239,
|
| 22 |
+
"ndcg_at_10": 0.13367,
|
| 23 |
+
"ndcg_at_100": 0.17026,
|
| 24 |
+
"ndcg_at_1000": 0.18975,
|
| 25 |
+
"ndcg_at_20": 0.14761,
|
| 26 |
+
"ndcg_at_3": 0.10452,
|
| 27 |
+
"ndcg_at_5": 0.11965,
|
| 28 |
+
"precision_at_1": 0.07239,
|
| 29 |
+
"precision_at_10": 0.02076,
|
| 30 |
+
"precision_at_100": 0.00387,
|
| 31 |
+
"precision_at_1000": 0.00055,
|
| 32 |
+
"precision_at_20": 0.01313,
|
| 33 |
+
"precision_at_3": 0.04256,
|
| 34 |
+
"precision_at_5": 0.03286,
|
| 35 |
+
"recall_at_1": 0.07239,
|
| 36 |
+
"recall_at_10": 0.20764,
|
| 37 |
+
"recall_at_100": 0.38663,
|
| 38 |
+
"recall_at_1000": 0.54535,
|
| 39 |
+
"recall_at_20": 0.26253,
|
| 40 |
+
"recall_at_3": 0.12768,
|
| 41 |
+
"recall_at_5": 0.16428
|
| 42 |
+
}
|
| 43 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/ToxicChatClassification.json
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "3e0319203c7162b9c9f8015b594441f979c199bc",
|
| 3 |
+
"mteb_dataset_name": "ToxicChatClassification",
|
| 4 |
+
"mteb_version": "1.7.14",
|
| 5 |
+
"test": {
|
| 6 |
+
"accuracy": 0.7553264604810996,
|
| 7 |
+
"accuracy_stderr": 0.07356059209259962,
|
| 8 |
+
"ap": 0.25308059339995304,
|
| 9 |
+
"ap_stderr": 0.04636785346328314,
|
| 10 |
+
"evaluation_time": 11.12,
|
| 11 |
+
"f1": 0.6326884501428076,
|
| 12 |
+
"f1_stderr": 0.058890919317560055,
|
| 13 |
+
"main_score": 0.7553264604810996
|
| 14 |
+
}
|
| 15 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/ToxicConversationsClassification.json
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
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|
|
|
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|
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|
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "edfaf9da55d3dd50d43143d90c1ac476895ae6de",
|
| 3 |
+
"mteb_dataset_name": "ToxicConversationsClassification",
|
| 4 |
+
"mteb_version": "1.7.14",
|
| 5 |
+
"test": {
|
| 6 |
+
"accuracy": 0.6205078125,
|
| 7 |
+
"accuracy_stderr": 0.07958588947232156,
|
| 8 |
+
"ap": 0.10916441277876192,
|
| 9 |
+
"ap_stderr": 0.008947708891571328,
|
| 10 |
+
"evaluation_time": 17.62,
|
| 11 |
+
"f1": 0.4786390062942355,
|
| 12 |
+
"f1_stderr": 0.043588795303253346,
|
| 13 |
+
"main_score": 0.6205078125
|
| 14 |
+
}
|
| 15 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TurHistQuadRetrieval.json
ADDED
|
@@ -0,0 +1,43 @@
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|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "2a2b8ddecf1189f530676244d0751e1d0a569e03",
|
| 3 |
+
"mteb_dataset_name": "TurHistQuadRetrieval",
|
| 4 |
+
"mteb_version": "1.6.8",
|
| 5 |
+
"test": {
|
| 6 |
+
"evaluation_time": 47.25,
|
| 7 |
+
"map_at_1": 0.21924,
|
| 8 |
+
"map_at_10": 0.32851,
|
| 9 |
+
"map_at_100": 0.34157,
|
| 10 |
+
"map_at_1000": 0.34355,
|
| 11 |
+
"map_at_20": 0.33563,
|
| 12 |
+
"map_at_3": 0.29777,
|
| 13 |
+
"map_at_5": 0.31447,
|
| 14 |
+
"mrr_at_1": 0.44336,
|
| 15 |
+
"mrr_at_10": 0.57768,
|
| 16 |
+
"mrr_at_100": 0.58363,
|
| 17 |
+
"mrr_at_1000": 0.58379,
|
| 18 |
+
"mrr_at_20": 0.5814,
|
| 19 |
+
"mrr_at_3": 0.55078,
|
| 20 |
+
"mrr_at_5": 0.5667,
|
| 21 |
+
"ndcg_at_1": 0.43848,
|
| 22 |
+
"ndcg_at_10": 0.43286,
|
| 23 |
+
"ndcg_at_100": 0.48571,
|
| 24 |
+
"ndcg_at_1000": 0.52601,
|
| 25 |
+
"ndcg_at_20": 0.45296,
|
| 26 |
+
"ndcg_at_3": 0.37663,
|
| 27 |
+
"ndcg_at_5": 0.40394,
|
| 28 |
+
"precision_at_1": 0.43848,
|
| 29 |
+
"precision_at_10": 0.09902,
|
| 30 |
+
"precision_at_100": 0.01413,
|
| 31 |
+
"precision_at_1000": 0.00196,
|
| 32 |
+
"precision_at_20": 0.05601,
|
| 33 |
+
"precision_at_3": 0.24544,
|
| 34 |
+
"precision_at_5": 0.16895,
|
| 35 |
+
"recall_at_1": 0.21924,
|
| 36 |
+
"recall_at_10": 0.49512,
|
| 37 |
+
"recall_at_100": 0.70654,
|
| 38 |
+
"recall_at_1000": 0.97754,
|
| 39 |
+
"recall_at_20": 0.56006,
|
| 40 |
+
"recall_at_3": 0.36816,
|
| 41 |
+
"recall_at_5": 0.42236
|
| 42 |
+
}
|
| 43 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TurkicClassification.json
ADDED
|
@@ -0,0 +1,29 @@
|
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|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "db1a67c1bdd54fbb8536af026dc8596f00f9c41d",
|
| 3 |
+
"mteb_dataset_name": "TurkicClassification",
|
| 4 |
+
"mteb_version": "1.7.27",
|
| 5 |
+
"train": {
|
| 6 |
+
"ba": {
|
| 7 |
+
"accuracy": 0.35791015625,
|
| 8 |
+
"accuracy_stderr": 0.09083343739168231,
|
| 9 |
+
"f1": 0.18205924060275097,
|
| 10 |
+
"f1_stderr": 0.007931270521984786,
|
| 11 |
+
"main_score": 0.35791015625
|
| 12 |
+
},
|
| 13 |
+
"evaluation_time": 205.0,
|
| 14 |
+
"kk": {
|
| 15 |
+
"accuracy": 0.51435546875,
|
| 16 |
+
"accuracy_stderr": 0.022499330298735593,
|
| 17 |
+
"f1": 0.4845587461781438,
|
| 18 |
+
"f1_stderr": 0.020021461491740177,
|
| 19 |
+
"main_score": 0.51435546875
|
| 20 |
+
},
|
| 21 |
+
"ky": {
|
| 22 |
+
"accuracy": 0.43046875,
|
| 23 |
+
"accuracy_stderr": 0.018808908113286706,
|
| 24 |
+
"f1": 0.2931609913274359,
|
| 25 |
+
"f1_stderr": 0.009026072933400978,
|
| 26 |
+
"main_score": 0.43046875
|
| 27 |
+
}
|
| 28 |
+
}
|
| 29 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TurkishProductSentimentClassification.json
ADDED
|
@@ -0,0 +1,15 @@
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|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "ad861e463abda351ff65ca5ac0cc5985afe9eb99",
|
| 3 |
+
"mteb_dataset_name": "TurkishProductSentimentClassification",
|
| 4 |
+
"mteb_version": "1.7.14",
|
| 5 |
+
"test": {
|
| 6 |
+
"accuracy": 0.5802499999999999,
|
| 7 |
+
"accuracy_stderr": 0.04778794304005979,
|
| 8 |
+
"ap": 0.5486177539106916,
|
| 9 |
+
"ap_stderr": 0.03139192690394051,
|
| 10 |
+
"evaluation_time": 5.32,
|
| 11 |
+
"f1": 0.5781906511133872,
|
| 12 |
+
"f1_stderr": 0.04777623908949823,
|
| 13 |
+
"main_score": 0.5802499999999999
|
| 14 |
+
}
|
| 15 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TweetEmotionClassification.json
ADDED
|
@@ -0,0 +1,13 @@
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| 1 |
+
{
|
| 2 |
+
"dataset_revision": "0ded8ff72cc68cbb7bb5c01b0a9157982b73ddaf",
|
| 3 |
+
"mteb_dataset_name": "TweetEmotionClassification",
|
| 4 |
+
"mteb_version": "1.7.11",
|
| 5 |
+
"train": {
|
| 6 |
+
"accuracy": 0.511279296875,
|
| 7 |
+
"accuracy_stderr": 0.014952013825493344,
|
| 8 |
+
"evaluation_time": 9.7,
|
| 9 |
+
"f1": 0.4539676908675275,
|
| 10 |
+
"f1_stderr": 0.015325531013863846,
|
| 11 |
+
"main_score": 0.511279296875
|
| 12 |
+
}
|
| 13 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TweetSarcasmClassification.json
ADDED
|
@@ -0,0 +1,15 @@
|
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "557bf94ac6177cc442f42d0b09b6e4b76e8f47c9",
|
| 3 |
+
"mteb_dataset_name": "TweetSarcasmClassification",
|
| 4 |
+
"mteb_version": "1.6.3",
|
| 5 |
+
"test": {
|
| 6 |
+
"accuracy": 0.6092890995260664,
|
| 7 |
+
"accuracy_stderr": 0.05778889697626046,
|
| 8 |
+
"ap": 0.21062256522709083,
|
| 9 |
+
"ap_stderr": 0.023466145869731458,
|
| 10 |
+
"evaluation_time": 101.85,
|
| 11 |
+
"f1": 0.530366152651704,
|
| 12 |
+
"f1_stderr": 0.042122735616090375,
|
| 13 |
+
"main_score": 0.6092890995260664
|
| 14 |
+
}
|
| 15 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TweetSentimentClassification.json
ADDED
|
@@ -0,0 +1,64 @@
|
|
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|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "14b13edfbc4046892f6011d114c29c0f83170589",
|
| 3 |
+
"mteb_dataset_name": "TweetSentimentClassification",
|
| 4 |
+
"mteb_version": "1.7.40",
|
| 5 |
+
"test": {
|
| 6 |
+
"arabic": {
|
| 7 |
+
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|
| 8 |
+
"accuracy_stderr": 0.05119423414189336,
|
| 9 |
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|
| 10 |
+
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|
| 11 |
+
"main_score": 0.48359375
|
| 12 |
+
},
|
| 13 |
+
"english": {
|
| 14 |
+
"accuracy": 0.50625,
|
| 15 |
+
"accuracy_stderr": 0.020758328524353786,
|
| 16 |
+
"f1": 0.49122983557790834,
|
| 17 |
+
"f1_stderr": 0.027050415221438424,
|
| 18 |
+
"main_score": 0.50625
|
| 19 |
+
},
|
| 20 |
+
"evaluation_time": 9.21,
|
| 21 |
+
"french": {
|
| 22 |
+
"accuracy": 0.46796875,
|
| 23 |
+
"accuracy_stderr": 0.03952074959356793,
|
| 24 |
+
"f1": 0.4625026576869818,
|
| 25 |
+
"f1_stderr": 0.04174274171094167,
|
| 26 |
+
"main_score": 0.46796875
|
| 27 |
+
},
|
| 28 |
+
"german": {
|
| 29 |
+
"accuracy": 0.542578125,
|
| 30 |
+
"accuracy_stderr": 0.030879147146830738,
|
| 31 |
+
"f1": 0.5402160159852935,
|
| 32 |
+
"f1_stderr": 0.030994484379560573,
|
| 33 |
+
"main_score": 0.542578125
|
| 34 |
+
},
|
| 35 |
+
"hindi": {
|
| 36 |
+
"accuracy": 0.366015625,
|
| 37 |
+
"accuracy_stderr": 0.049009039842952705,
|
| 38 |
+
"f1": 0.3615475949350663,
|
| 39 |
+
"f1_stderr": 0.04770803261081365,
|
| 40 |
+
"main_score": 0.366015625
|
| 41 |
+
},
|
| 42 |
+
"italian": {
|
| 43 |
+
"accuracy": 0.48671875,
|
| 44 |
+
"accuracy_stderr": 0.0647589807357829,
|
| 45 |
+
"f1": 0.4622386564468567,
|
| 46 |
+
"f1_stderr": 0.0738871672919012,
|
| 47 |
+
"main_score": 0.48671875
|
| 48 |
+
},
|
| 49 |
+
"portuguese": {
|
| 50 |
+
"accuracy": 0.467578125,
|
| 51 |
+
"accuracy_stderr": 0.019456889695956672,
|
| 52 |
+
"f1": 0.46145513352481027,
|
| 53 |
+
"f1_stderr": 0.020486063439540143,
|
| 54 |
+
"main_score": 0.467578125
|
| 55 |
+
},
|
| 56 |
+
"spanish": {
|
| 57 |
+
"accuracy": 0.45703125,
|
| 58 |
+
"accuracy_stderr": 0.04141361962718304,
|
| 59 |
+
"f1": 0.44253494659642734,
|
| 60 |
+
"f1_stderr": 0.05122657838363042,
|
| 61 |
+
"main_score": 0.45703125
|
| 62 |
+
}
|
| 63 |
+
}
|
| 64 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TweetTopicSingleClassification.json
ADDED
|
@@ -0,0 +1,13 @@
|
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|
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|
|
|
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "87b7a0d1c402dbb481db649569c556d9aa27ac05",
|
| 3 |
+
"mteb_dataset_name": "TweetTopicSingleClassification",
|
| 4 |
+
"mteb_version": "1.6.37",
|
| 5 |
+
"test_2021": {
|
| 6 |
+
"accuracy": 0.6785587714116952,
|
| 7 |
+
"accuracy_stderr": 0.028139338006040127,
|
| 8 |
+
"evaluation_time": 19.81,
|
| 9 |
+
"f1": 0.5142011618238702,
|
| 10 |
+
"f1_stderr": 0.02529595980311306,
|
| 11 |
+
"main_score": 0.6785587714116952
|
| 12 |
+
}
|
| 13 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TwentyNewsgroupsClustering.v2.json
ADDED
|
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
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|
|
|
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|
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|
|
|
|
|
|
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|
|
|
|
|
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|
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|
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|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "6125ec4e24fa026cec8a478383ee943acfbd5449",
|
| 3 |
+
"evaluation_time": 2.6293156147003174,
|
| 4 |
+
"kg_co2_emissions": null,
|
| 5 |
+
"mteb_version": "1.8.3",
|
| 6 |
+
"scores": {
|
| 7 |
+
"test": [
|
| 8 |
+
{
|
| 9 |
+
"hf_subset": "default",
|
| 10 |
+
"languages": [
|
| 11 |
+
"eng-Latn"
|
| 12 |
+
],
|
| 13 |
+
"main_score": 0.32604650348043585,
|
| 14 |
+
"v_measure": 0.32604650348043585,
|
| 15 |
+
"v_measures": {
|
| 16 |
+
"Level 0": [
|
| 17 |
+
0.32426217373282695,
|
| 18 |
+
0.3430583768296789,
|
| 19 |
+
0.3163791042482802,
|
| 20 |
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0.3185594068455394,
|
| 21 |
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0.34544466483355424,
|
| 22 |
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0.35828443766136053,
|
| 23 |
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0.3100160185674597,
|
| 24 |
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0.28107584886776854,
|
| 25 |
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0.3287535320929751,
|
| 26 |
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0.334631471124915
|
| 27 |
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]
|
| 28 |
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}
|
| 29 |
+
}
|
| 30 |
+
]
|
| 31 |
+
},
|
| 32 |
+
"task_name": "TwentyNewsgroupsClustering.v2"
|
| 33 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/TwitterHjerneRetrieval.json
ADDED
|
@@ -0,0 +1,38 @@
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|
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "099ee143c7fdfa6bd7965be8c801cb161c313b29",
|
| 3 |
+
"mteb_dataset_name": "TwitterHjerneRetrieval",
|
| 4 |
+
"mteb_version": "1.2.1.dev0",
|
| 5 |
+
"train": {
|
| 6 |
+
"evaluation_time": 7.9,
|
| 7 |
+
"map_at_1": 0.22778,
|
| 8 |
+
"map_at_10": 0.45115,
|
| 9 |
+
"map_at_100": 0.48278,
|
| 10 |
+
"map_at_1000": 0.48502,
|
| 11 |
+
"map_at_3": 0.38038,
|
| 12 |
+
"map_at_5": 0.42546,
|
| 13 |
+
"mrr_at_1": 0.69231,
|
| 14 |
+
"mrr_at_10": 0.75516,
|
| 15 |
+
"mrr_at_100": 0.75927,
|
| 16 |
+
"mrr_at_1000": 0.75933,
|
| 17 |
+
"mrr_at_3": 0.73932,
|
| 18 |
+
"mrr_at_5": 0.75085,
|
| 19 |
+
"ndcg_at_1": 0.69231,
|
| 20 |
+
"ndcg_at_10": 0.55431,
|
| 21 |
+
"ndcg_at_100": 0.64901,
|
| 22 |
+
"ndcg_at_1000": 0.67244,
|
| 23 |
+
"ndcg_at_3": 0.53146,
|
| 24 |
+
"ndcg_at_5": 0.52188,
|
| 25 |
+
"precision_at_1": 0.69231,
|
| 26 |
+
"precision_at_10": 0.18718,
|
| 27 |
+
"precision_at_100": 0.02974,
|
| 28 |
+
"precision_at_1000": 0.00336,
|
| 29 |
+
"precision_at_3": 0.44017,
|
| 30 |
+
"precision_at_5": 0.32308,
|
| 31 |
+
"recall_at_1": 0.22778,
|
| 32 |
+
"recall_at_10": 0.55192,
|
| 33 |
+
"recall_at_100": 0.86432,
|
| 34 |
+
"recall_at_1000": 0.98718,
|
| 35 |
+
"recall_at_3": 0.40449,
|
| 36 |
+
"recall_at_5": 0.47692
|
| 37 |
+
}
|
| 38 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/UCCVCommonLawLegalBenchClassification.json
ADDED
|
@@ -0,0 +1,15 @@
|
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|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "12ca3b695563788fead87a982ad1a068284413f4",
|
| 3 |
+
"mteb_dataset_name": "UCCVCommonLawLegalBenchClassification",
|
| 4 |
+
"mteb_version": "1.7.7",
|
| 5 |
+
"test": {
|
| 6 |
+
"accuracy": 0.4787234042553192,
|
| 7 |
+
"accuracy_stderr": 0.0,
|
| 8 |
+
"ap": 0.4183041301627034,
|
| 9 |
+
"ap_stderr": 0.0,
|
| 10 |
+
"evaluation_time": 11.57,
|
| 11 |
+
"f1": 0.478191911181602,
|
| 12 |
+
"f1_stderr": 0.0,
|
| 13 |
+
"main_score": 0.4787234042553192
|
| 14 |
+
}
|
| 15 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/UkrFormalityClassification.json
ADDED
|
@@ -0,0 +1,25 @@
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "671d1e6bbf45a74ef21af351fd4ef7b32b7856f8",
|
| 3 |
+
"mteb_dataset_name": "UkrFormalityClassification",
|
| 4 |
+
"mteb_version": "1.6.37",
|
| 5 |
+
"test": {
|
| 6 |
+
"accuracy": 0.531884765625,
|
| 7 |
+
"accuracy_stderr": 0.042682624460272475,
|
| 8 |
+
"ap": 0.4519191811919496,
|
| 9 |
+
"ap_stderr": 0.023030098181090915,
|
| 10 |
+
"evaluation_time": 6.41,
|
| 11 |
+
"f1": 0.5232694350569594,
|
| 12 |
+
"f1_stderr": 0.04149209518186783,
|
| 13 |
+
"main_score": 0.531884765625
|
| 14 |
+
},
|
| 15 |
+
"train": {
|
| 16 |
+
"accuracy": 0.53310546875,
|
| 17 |
+
"accuracy_stderr": 0.03355227727082908,
|
| 18 |
+
"ap": 0.5188855107501925,
|
| 19 |
+
"ap_stderr": 0.018712669478063233,
|
| 20 |
+
"evaluation_time": 11.28,
|
| 21 |
+
"f1": 0.5264433232444724,
|
| 22 |
+
"f1_stderr": 0.03228714969033335,
|
| 23 |
+
"main_score": 0.53310546875
|
| 24 |
+
}
|
| 25 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/UnfairTOSLegalBenchClassification.json
ADDED
|
@@ -0,0 +1,13 @@
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|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "12ca3b695563788fead87a982ad1a068284413f4",
|
| 3 |
+
"mteb_dataset_name": "UnfairTOSLegalBenchClassification",
|
| 4 |
+
"mteb_version": "1.7.7",
|
| 5 |
+
"test": {
|
| 6 |
+
"accuracy": 0.21826171875,
|
| 7 |
+
"accuracy_stderr": 0.0,
|
| 8 |
+
"evaluation_time": 133.33,
|
| 9 |
+
"f1": 0.1602426715121114,
|
| 10 |
+
"f1_stderr": 0.0,
|
| 11 |
+
"main_score": 0.21826171875
|
| 12 |
+
}
|
| 13 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/UrduRomanSentimentClassification.json
ADDED
|
@@ -0,0 +1,13 @@
|
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "566be6449bb30b9b9f2b59173391647fe0ca3224",
|
| 3 |
+
"mteb_dataset_name": "UrduRomanSentimentClassification",
|
| 4 |
+
"mteb_version": "1.7.6",
|
| 5 |
+
"train": {
|
| 6 |
+
"accuracy": 0.41708984375,
|
| 7 |
+
"accuracy_stderr": 0.041740365018761084,
|
| 8 |
+
"evaluation_time": 16.99,
|
| 9 |
+
"f1": 0.4036945993529546,
|
| 10 |
+
"f1_stderr": 0.03620053354369278,
|
| 11 |
+
"main_score": 0.4036945993529546
|
| 12 |
+
}
|
| 13 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/VGClustering.json
ADDED
|
@@ -0,0 +1,11 @@
|
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|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "d4c5a8ba10ae71224752c727094ac4c46947fa29",
|
| 3 |
+
"mteb_dataset_name": "VGClustering",
|
| 4 |
+
"mteb_version": "1.2.1.dev0",
|
| 5 |
+
"test": {
|
| 6 |
+
"evaluation_time": 19.62,
|
| 7 |
+
"main_score": 0.2969633589219411,
|
| 8 |
+
"v_measure": 0.2969633589219411,
|
| 9 |
+
"v_measure_std": 0.030999119100223394
|
| 10 |
+
}
|
| 11 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/VGHierarchicalClusteringP2P.json
ADDED
|
@@ -0,0 +1,45 @@
|
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|
|
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|
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|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
|
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|
|
|
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|
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|
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|
|
|
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|
|
|
|
|
|
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|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "d4c5a8ba10ae71224752c727094ac4c46947fa29",
|
| 3 |
+
"evaluation_time": 135.50683665275574,
|
| 4 |
+
"kg_co2_emissions": null,
|
| 5 |
+
"mteb_version": "1.11.6",
|
| 6 |
+
"scores": {
|
| 7 |
+
"test": [
|
| 8 |
+
{
|
| 9 |
+
"hf_subset": "default",
|
| 10 |
+
"languages": [
|
| 11 |
+
"nob-Latn"
|
| 12 |
+
],
|
| 13 |
+
"main_score": 0.42051163852735396,
|
| 14 |
+
"v_measure": 0.42051163852735396,
|
| 15 |
+
"v_measures": {
|
| 16 |
+
"Level 0": [
|
| 17 |
+
0.38323314310337875,
|
| 18 |
+
0.3989320487473865,
|
| 19 |
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0.4105931986190897,
|
| 20 |
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0.38677810276773084,
|
| 21 |
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0.42705826820548526,
|
| 22 |
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0.4407980498265106,
|
| 23 |
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0.3785528238444032,
|
| 24 |
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0.41625337873137075,
|
| 25 |
+
0.3989633525705215,
|
| 26 |
+
0.4140992664333277
|
| 27 |
+
],
|
| 28 |
+
"Level 1": [
|
| 29 |
+
0.43844921921634217,
|
| 30 |
+
0.42630343948954647,
|
| 31 |
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0.40904538846014304,
|
| 32 |
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0.43711022680518274,
|
| 33 |
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0.4419996131929952,
|
| 34 |
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0.4401999738405541,
|
| 35 |
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0.4323128799875848,
|
| 36 |
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0.43653274562159944,
|
| 37 |
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0.4367445987697985,
|
| 38 |
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0.4562730523141273
|
| 39 |
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]
|
| 40 |
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}
|
| 41 |
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}
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"task_name": "VGHierarchicalClusteringP2P"
|
| 45 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/VGHierarchicalClusteringS2S.json
ADDED
|
@@ -0,0 +1,45 @@
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|
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|
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|
|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "d4c5a8ba10ae71224752c727094ac4c46947fa29",
|
| 3 |
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"evaluation_time": 23.324329137802124,
|
| 4 |
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|
| 5 |
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"mteb_version": "1.11.6",
|
| 6 |
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"scores": {
|
| 7 |
+
"test": [
|
| 8 |
+
{
|
| 9 |
+
"hf_subset": "default",
|
| 10 |
+
"languages": [
|
| 11 |
+
"nob-Latn"
|
| 12 |
+
],
|
| 13 |
+
"main_score": 0.34103019423671366,
|
| 14 |
+
"v_measure": 0.34103019423671366,
|
| 15 |
+
"v_measures": {
|
| 16 |
+
"Level 0": [
|
| 17 |
+
0.3121116915411674,
|
| 18 |
+
0.3074277020644131,
|
| 19 |
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0.34489975581262233,
|
| 20 |
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0.3176749457376003,
|
| 21 |
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0.3392949224315137,
|
| 22 |
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0.3331527675548358,
|
| 23 |
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0.32987604186610175,
|
| 24 |
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0.34547068568262207,
|
| 25 |
+
0.3416311797106411,
|
| 26 |
+
0.3301424742817373
|
| 27 |
+
],
|
| 28 |
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"Level 1": [
|
| 29 |
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|
| 30 |
+
0.34739983570204375,
|
| 31 |
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0.33704618502701184,
|
| 32 |
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0.3551549934940932,
|
| 33 |
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0.3305621012508423,
|
| 34 |
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0.34890269151079495,
|
| 35 |
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|
| 36 |
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0.3702643489228558,
|
| 37 |
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0.3593753066096102,
|
| 38 |
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|
| 39 |
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]
|
| 40 |
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}
|
| 41 |
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}
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"task_name": "VGHierarchicalClusteringS2S"
|
| 45 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/VieMedEVBitextMining.json
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "d03c69413bc53d1cea5a5375b3a953c4fee35ecd",
|
| 3 |
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"mteb_dataset_name": "VieMedEVBitextMining",
|
| 4 |
+
"mteb_version": "1.6.2",
|
| 5 |
+
"test": {
|
| 6 |
+
"accuracy": 0.7275390625,
|
| 7 |
+
"evaluation_time": 13.31,
|
| 8 |
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"f1": 0.7115196432599935,
|
| 9 |
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"main_score": 0.7115196432599935,
|
| 10 |
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"precision": 0.7056239054789202,
|
| 11 |
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"recall": 0.7275390625
|
| 12 |
+
}
|
| 13 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/VieQuADRetrieval.json
ADDED
|
@@ -0,0 +1,38 @@
|
|
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|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "406f09a45cc106a8f7b7fd0c25078883fe58cb1f",
|
| 3 |
+
"mteb_dataset_name": "VieQuADRetrieval",
|
| 4 |
+
"mteb_version": "1.6.1",
|
| 5 |
+
"validation": {
|
| 6 |
+
"evaluation_time": 28.55,
|
| 7 |
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|
| 8 |
+
"map_at_10": 0.36735,
|
| 9 |
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"map_at_100": 0.3848,
|
| 10 |
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"map_at_1000": 0.38596,
|
| 11 |
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"map_at_3": 0.32231,
|
| 12 |
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"map_at_5": 0.34736,
|
| 13 |
+
"mrr_at_1": 0.43408,
|
| 14 |
+
"mrr_at_10": 0.57505,
|
| 15 |
+
"mrr_at_100": 0.58148,
|
| 16 |
+
"mrr_at_1000": 0.58156,
|
| 17 |
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"mrr_at_3": 0.54468,
|
| 18 |
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"mrr_at_5": 0.56357,
|
| 19 |
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"ndcg_at_1": 0.43408,
|
| 20 |
+
"ndcg_at_10": 0.47334,
|
| 21 |
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"ndcg_at_100": 0.53984,
|
| 22 |
+
"ndcg_at_1000": 0.56033,
|
| 23 |
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"ndcg_at_3": 0.39704,
|
| 24 |
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"ndcg_at_5": 0.43521,
|
| 25 |
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"precision_at_1": 0.43408,
|
| 26 |
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"precision_at_10": 0.1144,
|
| 27 |
+
"precision_at_100": 0.01671,
|
| 28 |
+
"precision_at_1000": 0.00194,
|
| 29 |
+
"precision_at_3": 0.26693,
|
| 30 |
+
"precision_at_5": 0.19043,
|
| 31 |
+
"recall_at_1": 0.21704,
|
| 32 |
+
"recall_at_10": 0.57202,
|
| 33 |
+
"recall_at_100": 0.83545,
|
| 34 |
+
"recall_at_1000": 0.96875,
|
| 35 |
+
"recall_at_3": 0.40039,
|
| 36 |
+
"recall_at_5": 0.47607
|
| 37 |
+
}
|
| 38 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/VieStudentFeedbackClassification.json
ADDED
|
@@ -0,0 +1,13 @@
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|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "7b56c6cb1c9c8523249f407044c838660df3811a",
|
| 3 |
+
"mteb_dataset_name": "VieStudentFeedbackClassification",
|
| 4 |
+
"mteb_version": "1.7.14",
|
| 5 |
+
"test": {
|
| 6 |
+
"accuracy": 0.73779296875,
|
| 7 |
+
"accuracy_stderr": 0.036811354718098065,
|
| 8 |
+
"evaluation_time": 4.09,
|
| 9 |
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"f1": 0.6128135754280086,
|
| 10 |
+
"f1_stderr": 0.029847231294750774,
|
| 11 |
+
"main_score": 0.73779296875
|
| 12 |
+
}
|
| 13 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/WRIMEClassification.json
ADDED
|
@@ -0,0 +1,13 @@
|
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|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "3fb7212c389d7818b8e6179e2cdac762f2e081d9",
|
| 3 |
+
"mteb_dataset_name": "WRIMEClassification",
|
| 4 |
+
"mteb_version": "1.7.14",
|
| 5 |
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"test": {
|
| 6 |
+
"accuracy": 0.256689453125,
|
| 7 |
+
"accuracy_stderr": 0.022596451340635267,
|
| 8 |
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"evaluation_time": 6.65,
|
| 9 |
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"f1": 0.24564509474856194,
|
| 10 |
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|
| 11 |
+
"main_score": 0.256689453125
|
| 12 |
+
}
|
| 13 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/WikiClusteringFastP2P.json
ADDED
|
@@ -0,0 +1,260 @@
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|
| 1 |
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{
|
| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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| 7 |
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|
| 8 |
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| 24 |
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testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/WikiClusteringP2P.json
ADDED
|
@@ -0,0 +1,78 @@
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|
| 78 |
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|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/WikipediaRerankingMultilingual.json
ADDED
|
@@ -0,0 +1,155 @@
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|
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| 127 |
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"languages": [
|
| 128 |
+
"srp-Cyrl"
|
| 129 |
+
],
|
| 130 |
+
"main_score": 0.8777865079365078,
|
| 131 |
+
"map": 0.8777865079365078,
|
| 132 |
+
"mrr": 0.8781198412698412
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
"hf_subset": "no",
|
| 136 |
+
"languages": [
|
| 137 |
+
"nor-Latn"
|
| 138 |
+
],
|
| 139 |
+
"main_score": 0.8598939153439153,
|
| 140 |
+
"map": 0.8598939153439153,
|
| 141 |
+
"mrr": 0.8598939153439153
|
| 142 |
+
},
|
| 143 |
+
{
|
| 144 |
+
"hf_subset": "sv",
|
| 145 |
+
"languages": [
|
| 146 |
+
"swe-Latn"
|
| 147 |
+
],
|
| 148 |
+
"main_score": 0.8881423280423281,
|
| 149 |
+
"map": 0.8881423280423281,
|
| 150 |
+
"mrr": 0.8881423280423281
|
| 151 |
+
}
|
| 152 |
+
]
|
| 153 |
+
},
|
| 154 |
+
"task_name": "WikipediaRerankingMultilingual"
|
| 155 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/WikipediaRetrievalMultilingual.json
ADDED
|
@@ -0,0 +1,683 @@
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|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "3b6ea595c94bac3448a2ad167ca2e06abd340d6e",
|
| 3 |
+
"evaluation_time": 119.82505488395691,
|
| 4 |
+
"kg_co2_emissions": null,
|
| 5 |
+
"mteb_version": "1.10.2",
|
| 6 |
+
"scores": {
|
| 7 |
+
"test": [
|
| 8 |
+
{
|
| 9 |
+
"hf_subset": "bg",
|
| 10 |
+
"languages": [
|
| 11 |
+
"bul-Cyrl"
|
| 12 |
+
],
|
| 13 |
+
"main_score": 0.87977,
|
| 14 |
+
"map_at_1": 0.786,
|
| 15 |
+
"map_at_10": 0.85137,
|
| 16 |
+
"map_at_100": 0.85273,
|
| 17 |
+
"map_at_1000": 0.85277,
|
| 18 |
+
"map_at_20": 0.85238,
|
| 19 |
+
"map_at_3": 0.84022,
|
| 20 |
+
"map_at_5": 0.84702,
|
| 21 |
+
"mrr_at_1": 0.78667,
|
| 22 |
+
"mrr_at_10": 0.8517,
|
| 23 |
+
"mrr_at_100": 0.85306,
|
| 24 |
+
"mrr_at_1000": 0.8531,
|
| 25 |
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"mrr_at_20": 0.85272,
|
| 26 |
+
"mrr_at_3": 0.84056,
|
| 27 |
+
"mrr_at_5": 0.84736,
|
| 28 |
+
"ndcg_at_1": 0.786,
|
| 29 |
+
"ndcg_at_10": 0.87977,
|
| 30 |
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"ndcg_at_100": 0.88568,
|
| 31 |
+
"ndcg_at_1000": 0.88649,
|
| 32 |
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"ndcg_at_20": 0.88348,
|
| 33 |
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"ndcg_at_3": 0.85717,
|
| 34 |
+
"ndcg_at_5": 0.86948,
|
| 35 |
+
"precision_at_1": 0.786,
|
| 36 |
+
"precision_at_10": 0.09673,
|
| 37 |
+
"precision_at_100": 0.00993,
|
| 38 |
+
"precision_at_1000": 0.001,
|
| 39 |
+
"precision_at_20": 0.0491,
|
| 40 |
+
"precision_at_3": 0.302,
|
| 41 |
+
"precision_at_5": 0.1872,
|
| 42 |
+
"recall_at_1": 0.786,
|
| 43 |
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"recall_at_10": 0.96733,
|
| 44 |
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"recall_at_100": 0.99333,
|
| 45 |
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"recall_at_1000": 0.99933,
|
| 46 |
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"recall_at_20": 0.982,
|
| 47 |
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"recall_at_3": 0.906,
|
| 48 |
+
"recall_at_5": 0.936
|
| 49 |
+
},
|
| 50 |
+
{
|
| 51 |
+
"hf_subset": "bn",
|
| 52 |
+
"languages": [
|
| 53 |
+
"ben-Beng"
|
| 54 |
+
],
|
| 55 |
+
"main_score": 0.82431,
|
| 56 |
+
"map_at_1": 0.72267,
|
| 57 |
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"map_at_10": 0.79398,
|
| 58 |
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"map_at_100": 0.79622,
|
| 59 |
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| 639 |
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| 640 |
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| 641 |
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| 642 |
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| 665 |
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|
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| 667 |
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| 668 |
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| 669 |
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| 670 |
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| 671 |
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| 672 |
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| 673 |
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| 674 |
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| 675 |
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| 676 |
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| 677 |
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| 678 |
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|
| 679 |
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|
| 680 |
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|
| 681 |
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},
|
| 682 |
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"task_name": "WikipediaRetrievalMultilingual"
|
| 683 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/WisesightSentimentClassification.json
ADDED
|
@@ -0,0 +1,13 @@
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{
|
| 2 |
+
"dataset_revision": "14aa5773afa135ba835cc5179bbc4a63657a42ae",
|
| 3 |
+
"mteb_dataset_name": "wisesight_sentiment_classification",
|
| 4 |
+
"mteb_version": "1.7.17",
|
| 5 |
+
"test": {
|
| 6 |
+
"accuracy": 0.374267578125,
|
| 7 |
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"accuracy_stderr": 0.027660389391074545,
|
| 8 |
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"evaluation_time": 117.94,
|
| 9 |
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"f1": 0.3439113310260592,
|
| 10 |
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"f1_stderr": 0.024188314643972506,
|
| 11 |
+
"main_score": 0.3439113310260592
|
| 12 |
+
}
|
| 13 |
+
}
|
testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/XNLI.json
ADDED
|
@@ -0,0 +1,1215 @@
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testbed/embeddings-benchmark__mteb/results/intfloat__multilingual-e5-small/XNLIV2.json
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| 1 |
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