Sentence Similarity
Safetensors
Japanese
distilbert
feature-extraction
ruri-small / result /Retrieval /scores_jagovfaqs_22k.json
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{
"metric_name": "ndcg@10",
"metric_value": 0.736494039429321,
"details": {
"optimal_distance_metric": "euclidean_distance",
"val_scores": {
"cosine_similarity": {
"accuracy@1": 0.584381398069611,
"accuracy@3": 0.766890903773033,
"accuracy@5": 0.8215852588476162,
"accuracy@10": 0.8748171980111143,
"ndcg@10": 0.7326724272945226,
"mrr@10": 0.6867933397401084
},
"dot_score": {
"accuracy@1": 0.3275811640830652,
"accuracy@3": 0.49575899385785316,
"accuracy@5": 0.5560105293945599,
"accuracy@10": 0.6326411231354198,
"ndcg@10": 0.47570376078893195,
"mrr@10": 0.4260534037150003
},
"euclidean_distance": {
"accuracy@1": 0.5867212635273472,
"accuracy@3": 0.7712781515062884,
"accuracy@5": 0.8248025738520035,
"accuracy@10": 0.870722433460076,
"ndcg@10": 0.733274373935001,
"mrr@10": 0.688727094620631
}
},
"test_scores": {
"euclidean_distance": {
"accuracy@1": 0.5929824561403508,
"accuracy@3": 0.7713450292397661,
"accuracy@5": 0.8190058479532164,
"accuracy@10": 0.8730994152046784,
"ndcg@10": 0.736494039429321,
"mrr@10": 0.6924176181193723
}
}
}
}