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cl-nagoya
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ruri-large

Sentence Similarity
Safetensors
Japanese
bert
feature-extraction
Model card Files Community
1
ruri-large
File size: 1,400 Bytes 
8d8012a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
    "metric_name": "ndcg@10",
    "metric_value": 0.779665053945222,
    "details": {
        "optimal_distance_metric": "cosine_similarity",
        "val_scores": {
            "cosine_similarity": {
                "accuracy@1": 0.69,
                "accuracy@3": 0.85,
                "accuracy@5": 0.88,
                "accuracy@10": 0.92,
                "ndcg@10": 0.8109556473323615,
                "mrr@10": 0.7755
            },
            "dot_score": {
                "accuracy@1": 0.64,
                "accuracy@3": 0.76,
                "accuracy@5": 0.8,
                "accuracy@10": 0.87,
                "ndcg@10": 0.7514689640047522,
                "mrr@10": 0.7141111111111111
            },
            "euclidean_distance": {
                "accuracy@1": 0.7,
                "accuracy@3": 0.86,
                "accuracy@5": 0.89,
                "accuracy@10": 0.9,
                "ndcg@10": 0.8074203858231017,
                "mrr@10": 0.7765833333333332
            }
        },
        "test_scores": {
            "cosine_similarity": {
                "accuracy@1": 0.6410891089108911,
                "accuracy@3": 0.8044554455445545,
                "accuracy@5": 0.8564356435643564,
                "accuracy@10": 0.9207920792079208,
                "ndcg@10": 0.779665053945222,
                "mrr@10": 0.7346092644978786
            }
        }
    }
}