Sentence Similarity
Safetensors
Japanese
distilbert
feature-extraction
ruri-small / result /Retrieval /scores_nlp_journal_title_abs.json
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{
"metric_name": "ndcg@10",
"metric_value": 0.9716879343439146,
"details": {
"optimal_distance_metric": "euclidean_distance",
"val_scores": {
"cosine_similarity": {
"accuracy@1": 0.9,
"accuracy@3": 0.96,
"accuracy@5": 0.97,
"accuracy@10": 1.0,
"ndcg@10": 0.9491865865926399,
"mrr@10": 0.933095238095238
},
"dot_score": {
"accuracy@1": 0.68,
"accuracy@3": 0.86,
"accuracy@5": 0.92,
"accuracy@10": 0.92,
"ndcg@10": 0.8106756888962013,
"mrr@10": 0.774
},
"euclidean_distance": {
"accuracy@1": 0.9,
"accuracy@3": 0.96,
"accuracy@5": 0.97,
"accuracy@10": 1.0,
"ndcg@10": 0.9493652711581159,
"mrr@10": 0.9332738095238095
}
},
"test_scores": {
"euclidean_distance": {
"accuracy@1": 0.9381188118811881,
"accuracy@3": 0.9826732673267327,
"accuracy@5": 0.9925742574257426,
"accuracy@10": 0.9975247524752475,
"ndcg@10": 0.9716879343439146,
"mrr@10": 0.9630225522552256
}
}
}
}