Sentence Similarity
Safetensors
Japanese
distilbert
feature-extraction
File size: 1,582 Bytes
8e9818e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
{
    "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
            }
        }
    }
}