Sentence Similarity
Safetensors
Japanese
bert
feature-extraction
ruri-large / result /Retrieval /scores_jagovfaqs_22k.json
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{
"metric_name": "ndcg@10",
"metric_value": 0.7667506664925435,
"details": {
"optimal_distance_metric": "euclidean_distance",
"val_scores": {
"cosine_similarity": {
"accuracy@1": 0.6267914594910793,
"accuracy@3": 0.8028663351857268,
"accuracy@5": 0.8520035097981866,
"accuracy@10": 0.896753436677391,
"ndcg@10": 0.7669189607189386,
"mrr@10": 0.7247629957706004
},
"dot_score": {
"accuracy@1": 0.5141854343375256,
"accuracy@3": 0.7002047382275519,
"accuracy@5": 0.7627961392219947,
"accuracy@10": 0.8329921029540801,
"ndcg@10": 0.6726648184545547,
"mrr@10": 0.6214657121501219
},
"euclidean_distance": {
"accuracy@1": 0.6329336063176367,
"accuracy@3": 0.805791167007897,
"accuracy@5": 0.8546358584381398,
"accuracy@10": 0.8964609534951741,
"ndcg@10": 0.7698508124664031,
"mrr@10": 0.7287346156167448
}
},
"test_scores": {
"euclidean_distance": {
"accuracy@1": 0.631578947368421,
"accuracy@3": 0.8023391812865497,
"accuracy@5": 0.8467836257309942,
"accuracy@10": 0.8923976608187134,
"ndcg@10": 0.7667506664925435,
"mrr@10": 0.7259732664995826
}
}
}
}