Sentence Similarity
Safetensors
Japanese
bert
feature-extraction
ruri-large / result /Retrieval /scores_jaqket.json
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{
"metric_name": "ndcg@10",
"metric_value": 0.6173871224245404,
"details": {
"optimal_distance_metric": "cosine_similarity",
"val_scores": {
"cosine_similarity": {
"accuracy@1": 0.42512562814070354,
"accuracy@3": 0.6412060301507537,
"accuracy@5": 0.7266331658291457,
"accuracy@10": 0.7879396984924623,
"ndcg@10": 0.6071501889023596,
"mrr@10": 0.548947914174044
},
"dot_score": {
"accuracy@1": 0.4,
"accuracy@3": 0.6180904522613065,
"accuracy@5": 0.6814070351758794,
"accuracy@10": 0.7587939698492462,
"ndcg@10": 0.5801732695748337,
"mrr@10": 0.5229046023769638
},
"euclidean_distance": {
"accuracy@1": 0.421105527638191,
"accuracy@3": 0.6311557788944724,
"accuracy@5": 0.7045226130653266,
"accuracy@10": 0.7798994974874371,
"ndcg@10": 0.5993385752717826,
"mrr@10": 0.541523889287708
}
},
"test_scores": {
"cosine_similarity": {
"accuracy@1": 0.436308926780341,
"accuracy@3": 0.6619859578736209,
"accuracy@5": 0.7211634904714143,
"accuracy@10": 0.7963891675025075,
"ndcg@10": 0.6173871224245404,
"mrr@10": 0.5600018308894937
}
}
}
}