初始化项目,由ModelHub XC社区提供模型
Model: Muennighoff/SGPT-1.3B-weightedmean-msmarco-specb-bitfit Source: Original Platform
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48
evaluation/mteb/TwitterURLCorpus.json
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48
evaluation/mteb/TwitterURLCorpus.json
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{
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"dataset_version": null,
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"mteb_version": "0.0.2",
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"test": {
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"cos_sim": {
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"accuracy": 0.8797881010594947,
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"accuracy_threshold": 0.6835847496986389,
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"ap": 0.8378748636891035,
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"f1": 0.7594113995691386,
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"f1_threshold": 0.6381056308746338,
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"precision": 0.7222029307590805,
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"recall": 0.8006621496766245
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},
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"dot": {
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"accuracy": 0.8569294058291613,
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"accuracy_threshold": 2096.25537109375,
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"ap": 0.7815363722278026,
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"f1": 0.7208894926888564,
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"f1_threshold": 1926.618408203125,
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"precision": 0.6728959487419075,
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"recall": 0.7762550046196489
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},
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"euclidean": {
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"accuracy": 0.877362517949315,
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"accuracy_threshold": 44.67449188232422,
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"ap": 0.8319012184470559,
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"f1": 0.7551480646234611,
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"f1_threshold": 46.798240661621094,
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"precision": 0.7263352535381552,
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"recall": 0.786341238065907
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},
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"evaluation_time": 221.47,
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"manhattan": {
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"accuracy": 0.8774013272790779,
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"accuracy_threshold": 1568.80908203125,
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"ap": 0.8323305405113404,
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"f1": 0.7563960775639608,
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"f1_threshold": 1638.9019775390625,
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"precision": 0.72563304569246,
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"recall": 0.789882968894364
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},
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"max": {
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"accuracy": 0.8797881010594947,
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"ap": 0.8378748636891035,
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"f1": 0.7594113995691386
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}
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}
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}
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