Sentence Similarity
Safetensors
Japanese
distilbert
feature-extraction
File size: 1,401 Bytes
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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
            }
        }
    }
}