Hugging Face's logo

cwLeeDev
/
aiflow-math-ink-06-intermediate

Feature Extraction
PyTorch
Joblib
Korean
English
online-handwriting
mathematical-expression-recognition
trajectory
temporal-convolution
on-device
Model card Files
xet
 Community
aiflow-math-ink-06-intermediate
File size: 2,861 Bytes
0dcf39e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
{
  "experiment": "MATH-INK-06-ONLINE-FAMILY-FUSION-CALIBRATION-001",
  "generated_at": "2026-07-23T20:38:31.429091+00:00",
  "selection_contract": "validation only; paired-test evaluated once after weight lock",
  "device": "cuda",
  "validation_sweep": [
    {
      "family_fusion_weight": 0.0,
      "samples": 4261,
      "top1": 0.8784322738647461,
      "top5": 0.9953062534332275,
      "macro_f1": 0.7931013269518264
    },
    {
      "family_fusion_weight": 0.025,
      "samples": 4261,
      "top1": 0.8781976103782654,
      "top5": 0.9953062534332275,
      "macro_f1": 0.7915581170752832
    },
    {
      "family_fusion_weight": 0.05,
      "samples": 4261,
      "top1": 0.8781976103782654,
      "top5": 0.9953062534332275,
      "macro_f1": 0.7903397904906133
    },
    {
      "family_fusion_weight": 0.075,
      "samples": 4261,
      "top1": 0.8789016604423523,
      "top5": 0.9953062534332275,
      "macro_f1": 0.7911878543521491
    },
    {
      "family_fusion_weight": 0.1,
      "samples": 4261,
      "top1": 0.8789016604423523,
      "top5": 0.995540976524353,
      "macro_f1": 0.7911981018707954
    },
    {
      "family_fusion_weight": 0.125,
      "samples": 4261,
      "top1": 0.8786669969558716,
      "top5": 0.995540976524353,
      "macro_f1": 0.79120160483639
    },
    {
      "family_fusion_weight": 0.15,
      "samples": 4261,
      "top1": 0.8789016604423523,
      "top5": 0.995540976524353,
      "macro_f1": 0.7915441339578201
    },
    {
      "family_fusion_weight": 0.2,
      "samples": 4261,
      "top1": 0.8786669969558716,
      "top5": 0.995540976524353,
      "macro_f1": 0.7914834081297752
    },
    {
      "family_fusion_weight": 0.25,
      "samples": 4261,
      "top1": 0.8781976103782654,
      "top5": 0.995540976524353,
      "macro_f1": 0.7933211467516542
    },
    {
      "family_fusion_weight": 0.3,
      "samples": 4261,
      "top1": 0.8779629468917847,
      "top5": 0.995540976524353,
      "macro_f1": 0.7931483103221508
    }
  ],
  "selected_validation": {
    "family_fusion_weight": 0.15,
    "samples": 4261,
    "top1": 0.8789016604423523,
    "top5": 0.995540976524353,
    "macro_f1": 0.7915441339578201
  },
  "paired_test_zero_weight": {
    "family_fusion_weight": 0.0,
    "samples": 3782,
    "top1": 0.8371232151985168,
    "top5": 0.9801692366600037,
    "macro_f1": 0.8163950095531903
  },
  "paired_test_selected_weight": {
    "family_fusion_weight": 0.15,
    "samples": 3782,
    "top1": 0.8381808400154114,
    "top5": 0.9804336428642273,
    "macro_f1": 0.8173395844786517
  },
  "paired_test_gain_pp": {
    "top1": 0.10576248168945312,
    "top5": 0.02644062042236328,
    "macro_f1": 0.09445749254614055
  },
  "product_validation": false
}