Hugging Face's logo

Datasets:
docld
/
fintabnet-bench

Tasks:
Table Question Answering
Image-to-Text
Modalities:
Image
Formats:
imagefolder
Size:
< 1K
Tags:
table-extraction
benchmark
fintabnet
document-ai
docld
Libraries:
Datasets
License:
Dataset card Data Studio Files
xet
Community
1
wolfnuker commited on
Commit
902fec2
·
verified ·
1 Parent(s): 2b49742

Update benchmark results (82.2% on 451 samples)

Browse files
Files changed (2) hide show
  1. README.md +1 -1
  2. predictions/484.html +79 -82
README.md CHANGED
@@ -33,7 +33,7 @@ Benchmark results for [DocLD](https://docld.com) table extraction on the
33
  ## Methodology
34
 
35
  - **Dataset**: [FinTabNet_OTSL](https://huggingface.co/datasets/docling-project/FinTabNet_OTSL) — 500 samples from the test split
36
- - **Extraction**: DocLD agentic table extraction (VLM-based, gpt-5-mini)
37
  - **Scoring**: Needleman-Wunsch hierarchical alignment (same as [RD-TableBench](https://github.com/reductoai/rd-tablebench))
38
  - **Output**: HTML tables with rowspan/colspan for merged cells
39
 
 
33
  ## Methodology
34
 
35
  - **Dataset**: [FinTabNet_OTSL](https://huggingface.co/datasets/docling-project/FinTabNet_OTSL) — 500 samples from the test split
36
+ - **Extraction**: DocLD vision-based table extraction
37
  - **Scoring**: Needleman-Wunsch hierarchical alignment (same as [RD-TableBench](https://github.com/reductoai/rd-tablebench))
38
  - **Output**: HTML tables with rowspan/colspan for merged cells
39
 
predictions/484.html CHANGED
@@ -1,84 +1,81 @@
1
  <table>
2
- <thead>
3
- <tr>
4
- <th></th>
5
- <th colspan="2">December 31,</th>
6
- </tr>
7
- <tr>
8
- <th></th>
9
- <th>2018</th>
10
- <th>2017</th>
11
- </tr>
12
- <tr>
13
- <th></th>
14
- <th colspan="2">(In millions)</th>
15
- </tr>
16
- </thead>
17
- <tbody>
18
- <tr>
19
- <td>Assets:</td>
20
- <td></td>
21
- <td></td>
22
- </tr>
23
- <tr>
24
- <td>Cash and cash equivalents</td>
25
- <td>$ 0.1</td>
26
- <td>$ 0.1</td>
27
- </tr>
28
- <tr>
29
- <td>Investment in subsidiaries</td>
30
- <td>8,606.0</td>
31
- <td>8,203.9</td>
32
- </tr>
33
- <tr>
34
- <td>Other assets</td>
35
- <td>20.1</td>
36
- <td>95.3</td>
37
- </tr>
38
- <tr>
39
- <td>Total assets</td>
40
- <td>$ 8,626.2</td>
41
- <td>$ 8,299.3</td>
42
- </tr>
43
- <tr>
44
- <td>Liabilities:</td>
45
- <td></td>
46
- <td></td>
47
- </tr>
48
- <tr>
49
- <td>Current debt</td>
50
- <td>$ 114.4</td>
51
- <td>$ 76.2</td>
52
- </tr>
53
- <tr>
54
- <td>Long-term debt</td>
55
- <td>5,427.7</td>
56
- <td>5,797.5</td>
57
- </tr>
58
- <tr>
59
- <td>Intercompany liabilities</td>
60
- <td>395.9</td>
61
- <td>177.8</td>
62
- </tr>
63
- <tr>
64
- <td>Other liabilities</td>
65
- <td>356.1</td>
66
- <td>392.5</td>
67
- </tr>
68
- <tr>
69
- <td>Total liabilities</td>
70
- <td>6,294.1</td>
71
- <td>6,444.0</td>
72
- </tr>
73
- <tr>
74
- <td>Stockholders’ equity</td>
75
- <td>2,332.1</td>
76
- <td>1,855.3</td>
77
- </tr>
78
- <tr>
79
- <td>Total liabilities and stockholders’ equity</td>
80
- <td>$ 8,626.2</td>
81
- <td>$ 8,299.3</td>
82
- </tr>
83
- </tbody>
84
  </table>
 
1
  <table>
2
+ <tr>
3
+ <th></th>
4
+ <th>December 31,</th>
5
+ <th></th>
6
+ </tr>
7
+ <tr>
8
+ <th></th>
9
+ <th>2018</th>
10
+ <th>2017</th>
11
+ </tr>
12
+ <tr>
13
+ <th></th>
14
+ <th colspan="2">(In millions)</th>
15
+ </tr>
16
+ <tr>
17
+ <td>Assets:</td>
18
+ <td></td>
19
+ <td></td>
20
+ </tr>
21
+ <tr>
22
+ <td>Cash and cash equivalents</td>
23
+ <td>$ 0.1</td>
24
+ <td>$ 0.1</td>
25
+ </tr>
26
+ <tr>
27
+ <td>Investment in subsidiaries</td>
28
+ <td>8,606.0</td>
29
+ <td>8,203.9</td>
30
+ </tr>
31
+ <tr>
32
+ <td>Other assets</td>
33
+ <td>20.1</td>
34
+ <td>95.3</td>
35
+ </tr>
36
+ <tr>
37
+ <td>Total assets</td>
38
+ <td>$ 8,626.2</td>
39
+ <td>$ 8,299.3</td>
40
+ </tr>
41
+ <tr>
42
+ <td>Liabilities:</td>
43
+ <td></td>
44
+ <td></td>
45
+ </tr>
46
+ <tr>
47
+ <td>Current debt</td>
48
+ <td>$ 114.4</td>
49
+ <td>$ 76.2</td>
50
+ </tr>
51
+ <tr>
52
+ <td>Long-term debt</td>
53
+ <td>5,427.7</td>
54
+ <td>5,797.5</td>
55
+ </tr>
56
+ <tr>
57
+ <td>Intercompany liabilities</td>
58
+ <td>395.9</td>
59
+ <td>177.8</td>
60
+ </tr>
61
+ <tr>
62
+ <td>Other liabilities</td>
63
+ <td>356.1</td>
64
+ <td>392.5</td>
65
+ </tr>
66
+ <tr>
67
+ <td>Total liabilities</td>
68
+ <td>6,294.1</td>
69
+ <td>6,444.0</td>
70
+ </tr>
71
+ <tr>
72
+ <td>Stockholders’ equity</td>
73
+ <td>2,332.1</td>
74
+ <td>1,855.3</td>
75
+ </tr>
76
+ <tr>
77
+ <td>Total liabilities and stockholders’ equity</td>
78
+ <td>$ 8,626.2</td>
79
+ <td>$ 8,299.3</td>
80
+ </tr>
 
 
 
81
  </table>