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cl-nagoya
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ruri-base

Sentence Similarity
Safetensors
Japanese
bert
feature-extraction
Model card Files Community
ruri-base
File size: 1,414 Bytes 
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{
    "metric_name": "ndcg@10",
    "metric_value": 0.9656989703684407,
    "details": {
        "optimal_distance_metric": "cosine_similarity",
        "val_scores": {
            "cosine_similarity": {
                "accuracy@1": 0.9,
                "accuracy@3": 0.96,
                "accuracy@5": 0.98,
                "accuracy@10": 0.99,
                "ndcg@10": 0.9477320812882918,
                "mrr@10": 0.9339444444444445
            },
            "dot_score": {
                "accuracy@1": 0.82,
                "accuracy@3": 0.92,
                "accuracy@5": 0.94,
                "accuracy@10": 0.96,
                "ndcg@10": 0.8940025955079818,
                "mrr@10": 0.8724285714285713
            },
            "euclidean_distance": {
                "accuracy@1": 0.89,
                "accuracy@3": 0.97,
                "accuracy@5": 0.98,
                "accuracy@10": 0.99,
                "ndcg@10": 0.9453171995628784,
                "mrr@10": 0.9304166666666666
            }
        },
        "test_scores": {
            "cosine_similarity": {
                "accuracy@1": 0.9306930693069307,
                "accuracy@3": 0.9777227722772277,
                "accuracy@5": 0.9876237623762376,
                "accuracy@10": 0.995049504950495,
                "ndcg@10": 0.9656989703684407,
                "mrr@10": 0.955987741631306
            }
        }
    }
}