Hugging Face's logo

Kedhareswer
/
docparse

Image-to-Text
PyTorch
ocr
document-parsing
pdf
crnn
ctc
trained-from-scratch
cpu
Model card Files
xet
 Community
docparse
File size: 4,260 Bytes
4f675c6
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
{
 "dataset": "llamaindex/ExtractBench --test subset (6 documents: 3 short, 2 medium, 1 long)",
 "setup": "two-stage: parse stage -> Qwen2.5-3B-Instruct Q4_K_M via llama.cpp on 4 CPU cores, 12,288-token context, same prompt/budget/scorer for both arms; harness llama-extract-bench",
 "arms": {
  "docparse_extract_local": {
   "mean_value_f1": 35.8,
   "mean_value_precision": 63.8,
   "mean_value_recall": 32.5,
   "documents": [
    {
     "document": "short/W14-Atascosa SWD Well No. 4 - W-14 (Updated 01.22.2025)",
     "value_f1": 0.6457,
     "value_precision": 0.7152,
     "value_recall": 0.5885,
     "grounded_f1": 0.0,
     "text_chars_sent": 157,
     "pages_truncated": 0,
     "schema_prune_rounds": 4,
     "finish_reason": "stop"
    },
    {
     "document": "short/bianco-2024",
     "value_f1": 0.8456,
     "value_precision": 0.8693,
     "value_recall": 0.8231,
     "grounded_f1": 0.0,
     "text_chars_sent": 6344,
     "pages_truncated": 9,
     "schema_prune_rounds": 2,
     "finish_reason": "stop"
    },
    {
     "document": "short/real_wyo_Goshen_2024",
     "value_f1": 0.1958,
     "value_precision": 0.4277,
     "value_recall": 0.1269,
     "grounded_f1": 0.0,
     "text_chars_sent": 8711,
     "pages_truncated": 0,
     "schema_prune_rounds": 0,
     "finish_reason": "stop"
    },
    {
     "document": "medium/veralto_earnings_deck_q4fy25",
     "value_f1": 0.35,
     "value_precision": 0.35,
     "value_recall": 0.35,
     "grounded_f1": 0.0,
     "text_chars_sent": 8991,
     "pages_truncated": 34,
     "schema_prune_rounds": 0,
     "finish_reason": "stop"
    },
    {
     "document": "medium/real_pueblo_oct_2025",
     "value_f1": 0.0984,
     "value_precision": 0.7679,
     "value_recall": 0.0526,
     "grounded_f1": 0.0,
     "text_chars_sent": 9464,
     "pages_truncated": 9,
     "schema_prune_rounds": 0,
     "finish_reason": "length"
    },
    {
     "document": "long/real_sm0801_eco_full",
     "value_f1": 0.0139,
     "value_precision": 0.6977,
     "value_recall": 0.007,
     "grounded_f1": 0.0,
     "text_chars_sent": 19243,
     "pages_truncated": 55,
     "schema_prune_rounds": 0,
     "finish_reason": "length"
    }
   ]
  },
  "pypdf_extract_local": {
   "mean_value_f1": 32.9,
   "mean_value_precision": 66.3,
   "mean_value_recall": 29.8,
   "documents": [
    {
     "document": "short/W14-Atascosa SWD Well No. 4 - W-14 (Updated 01.22.2025)",
     "value_f1": 0.6457,
     "value_precision": 0.7152,
     "value_recall": 0.5885,
     "grounded_f1": 0.0,
     "text_chars_sent": 122,
     "pages_truncated": 0,
     "schema_prune_rounds": 4,
     "finish_reason": "stop"
    },
    {
     "document": "short/real_wyo_Goshen_2024",
     "value_f1": 0.0801,
     "value_precision": 0.6098,
     "value_recall": 0.0429,
     "grounded_f1": 0.0,
     "text_chars_sent": 4925,
     "pages_truncated": 0,
     "schema_prune_rounds": 0,
     "finish_reason": "stop"
    },
    {
     "document": "short/bianco-2024",
     "value_f1": 0.8518,
     "value_precision": 0.8796,
     "value_recall": 0.8256,
     "grounded_f1": 0.0,
     "text_chars_sent": 181,
     "pages_truncated": 0,
     "schema_prune_rounds": 2,
     "finish_reason": "stop"
    },
    {
     "document": "medium/veralto_earnings_deck_q4fy25",
     "value_f1": 0.25,
     "value_precision": 0.25,
     "value_recall": 0.25,
     "grounded_f1": 0.0,
     "text_chars_sent": 8991,
     "pages_truncated": 30,
     "schema_prune_rounds": 0,
     "finish_reason": "stop"
    },
    {
     "document": "medium/real_pueblo_oct_2025",
     "value_f1": 0.0965,
     "value_precision": 0.7342,
     "value_recall": 0.0516,
     "grounded_f1": 0.0,
     "text_chars_sent": 9464,
     "pages_truncated": 8,
     "schema_prune_rounds": 0,
     "finish_reason": "length"
    },
    {
     "document": "long/real_sm0801_eco_full",
     "value_f1": 0.0519,
     "value_precision": 0.7877,
     "value_recall": 0.0269,
     "grounded_f1": 0.0,
     "text_chars_sent": 9662,
     "pages_truncated": 53,
     "schema_prune_rounds": 0,
     "finish_reason": "length"
    }
   ]
  }
 }
}