File size: 2,075 Bytes
9f80cbd
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
{
  "dataset_revision": "4672e20407010da34463acc759c162ca9734bca6",
  "evaluation_time": 16.37773036956787,
  "kg_co2_emissions": null,
  "mteb_version": "1.14.5",
  "scores": {
    "test": [
      {
        "accuracy": 0.7779757901815737,
        "f1": 0.7419687607780208,
        "f1_weighted": 0.7593512915591463,
        "hf_subset": "en",
        "languages": [
          "eng-Latn"
        ],
        "main_score": 0.7779757901815737,
        "scores_per_experiment": [
          {
            "accuracy": 0.7800941492938803,
            "f1": 0.730188175301622,
            "f1_weighted": 0.7576404970196927
          },
          {
            "accuracy": 0.8026227303295226,
            "f1": 0.7627541481660578,
            "f1_weighted": 0.7871016875390036
          },
          {
            "accuracy": 0.769334229993275,
            "f1": 0.7431100058985453,
            "f1_weighted": 0.7578586887925545
          },
          {
            "accuracy": 0.8012777404169469,
            "f1": 0.7660061395800952,
            "f1_weighted": 0.784904340998894
          },
          {
            "accuracy": 0.7663080026899798,
            "f1": 0.7103446817534063,
            "f1_weighted": 0.745628516068683
          },
          {
            "accuracy": 0.7397444519166106,
            "f1": 0.7352237604134944,
            "f1_weighted": 0.7053291437765387
          },
          {
            "accuracy": 0.7760591795561533,
            "f1": 0.739693425630967,
            "f1_weighted": 0.7580139292543245
          },
          {
            "accuracy": 0.7858103564223269,
            "f1": 0.7350423712161895,
            "f1_weighted": 0.7666591669603378
          },
          {
            "accuracy": 0.7673167451244116,
            "f1": 0.7362994052738329,
            "f1_weighted": 0.7498796324450345
          },
          {
            "accuracy": 0.7911903160726295,
            "f1": 0.7610254945459979,
            "f1_weighted": 0.7804973127363991
          }
        ]
      }
    ]
  },
  "task_name": "MassiveIntentClassification"
}