Sentence Similarity
Safetensors
Japanese
bert
feature-extraction
ruri-large / result /Retrieval /scores_nlp_journal_abs_intro.json
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{
"metric_name": "ndcg@10",
"metric_value": 0.8712459719069233,
"details": {
"optimal_distance_metric": "euclidean_distance",
"val_scores": {
"cosine_similarity": {
"accuracy@1": 0.87,
"accuracy@3": 0.93,
"accuracy@5": 0.95,
"accuracy@10": 0.95,
"ndcg@10": 0.9160310788673668,
"mrr@10": 0.9045000000000001
},
"dot_score": {
"accuracy@1": 0.79,
"accuracy@3": 0.89,
"accuracy@5": 0.93,
"accuracy@10": 0.94,
"ndcg@10": 0.870417853868121,
"mrr@10": 0.8474166666666666
},
"euclidean_distance": {
"accuracy@1": 0.87,
"accuracy@3": 0.94,
"accuracy@5": 0.95,
"accuracy@10": 0.95,
"ndcg@10": 0.916724313286633,
"mrr@10": 0.9053333333333333
}
},
"test_scores": {
"euclidean_distance": {
"accuracy@1": 0.7920792079207921,
"accuracy@3": 0.8960396039603961,
"accuracy@5": 0.9207920792079208,
"accuracy@10": 0.943069306930693,
"ndcg@10": 0.8712459719069233,
"mrr@10": 0.8478096023888101
}
}
}
}