File size: 1,432 Bytes
e426f92
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
44
45
46
47
48
49
50
51
{
  "dataset_revision": "8a04d940a42cd40658986fdd8e3da561533a3646",
  "mteb_dataset_name": "PawsX",
  "mteb_version": "1.1.3.dev0",
  "test": {
    "evaluation_time": 58.02,
    "fr": {
      "cos_sim": {
        "accuracy": 0.594,
        "accuracy_threshold": 0.9769771198689359,
        "ap": 0.5731728148121378,
        "f1": 0.6251298026998962,
        "f1_threshold": 0.6564006246453931,
        "precision": 0.45468277945619334,
        "recall": 1.0
      },
      "dot": {
        "accuracy": 0.595,
        "accuracy_threshold": 0.9758832764687353,
        "ap": 0.572888136373088,
        "f1": 0.6251298026998962,
        "f1_threshold": 0.6564062499464616,
        "precision": 0.45468277945619334,
        "recall": 1.0
      },
      "euclidean": {
        "accuracy": 0.594,
        "accuracy_threshold": 0.21421118207290207,
        "ap": 0.5731754344650203,
        "f1": 0.6251298026998962,
        "f1_threshold": 0.8273740306089585,
        "precision": 0.45468277945619334,
        "recall": 1.0
      },
      "manhattan": {
        "accuracy": 0.595,
        "accuracy_threshold": 3.3371051107335,
        "ap": 0.5734822424301145,
        "f1": 0.6251298026998962,
        "f1_threshold": 12.824252609723,
        "precision": 0.45468277945619334,
        "recall": 1.0
      },
      "max": {
        "accuracy": 0.595,
        "ap": 0.5734822424301145,
        "f1": 0.6251298026998962
      }
    }
  }
}