Sentence Similarity
Safetensors
Japanese
distilbert
feature-extraction
ruri-small / result /Retrieval /scores_nlp_journal_abs_intro.json
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{
"metric_name": "ndcg@10",
"metric_value": 0.8768878489670099,
"details": {
"optimal_distance_metric": "euclidean_distance",
"val_scores": {
"cosine_similarity": {
"accuracy@1": 0.82,
"accuracy@3": 0.94,
"accuracy@5": 0.96,
"accuracy@10": 0.96,
"ndcg@10": 0.8990879114471843,
"mrr@10": 0.8783333333333333
},
"dot_score": {
"accuracy@1": 0.68,
"accuracy@3": 0.81,
"accuracy@5": 0.88,
"accuracy@10": 0.96,
"ndcg@10": 0.8092872591620544,
"mrr@10": 0.7623293650793651
},
"euclidean_distance": {
"accuracy@1": 0.85,
"accuracy@3": 0.94,
"accuracy@5": 0.96,
"accuracy@10": 0.97,
"ndcg@10": 0.9113031320591165,
"mrr@10": 0.8921666666666667
}
},
"test_scores": {
"euclidean_distance": {
"accuracy@1": 0.801980198019802,
"accuracy@3": 0.8935643564356436,
"accuracy@5": 0.9331683168316832,
"accuracy@10": 0.948019801980198,
"ndcg@10": 0.8768878489670099,
"mrr@10": 0.8536637592330663
}
}
}
}