Sentence Similarity
Safetensors
Japanese
distilbert
feature-extraction
File size: 1,412 Bytes
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{
    "metric_name": "ndcg@10",
    "metric_value": 0.7608660955794895,
    "details": {
        "optimal_distance_metric": "cosine_similarity",
        "val_scores": {
            "cosine_similarity": {
                "accuracy@1": 0.63,
                "accuracy@3": 0.8,
                "accuracy@5": 0.85,
                "accuracy@10": 0.89,
                "ndcg@10": 0.763548354665835,
                "mrr@10": 0.7226944444444446
            },
            "dot_score": {
                "accuracy@1": 0.39,
                "accuracy@3": 0.64,
                "accuracy@5": 0.7,
                "accuracy@10": 0.83,
                "ndcg@10": 0.6048238230337044,
                "mrr@10": 0.5335158730158731
            },
            "euclidean_distance": {
                "accuracy@1": 0.63,
                "accuracy@3": 0.8,
                "accuracy@5": 0.85,
                "accuracy@10": 0.88,
                "ndcg@10": 0.7605380547091953,
                "mrr@10": 0.7215833333333335
            }
        },
        "test_scores": {
            "cosine_similarity": {
                "accuracy@1": 0.655940594059406,
                "accuracy@3": 0.7821782178217822,
                "accuracy@5": 0.8341584158415841,
                "accuracy@10": 0.8638613861386139,
                "ndcg@10": 0.7608660955794895,
                "mrr@10": 0.7275842762847713
            }
        }
    }
}