File size: 2,673 Bytes
dc9308f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
---
license: apache-2.0
dataset_info:
- config_name: default
  features:
  - name: src
    dtype: string
  - name: tgt
    dtype: string
  - name: bleu
    dtype: float64
  - name: tgt_index
    sequence: int64
  - name: original_filename
    dtype: string
  - name: filename
    dtype: string
  - name: page_idx
    dtype: int64
  - name: src_layout
    sequence:
      sequence: int64
  - name: tgt_layout
    sequence:
      sequence: int64
  splits:
  - name: dev
    num_bytes: 916523238
    num_examples: 49994
  - name: test
    num_bytes: 919351137
    num_examples: 50009
  - name: train
    num_bytes: 7346736959
    num_examples: 399997
  download_size: 1754136052
  dataset_size: 9182611334
- config_name: dev
  features:
  - name: src
    dtype: string
  - name: tgt
    dtype: string
  - name: bleu
    dtype: float64
  - name: tgt_index
    sequence: int64
  - name: original_filename
    dtype: string
  - name: filename
    dtype: string
  - name: page_idx
    dtype: int64
  - name: src_layout
    sequence:
      sequence: int64
  - name: tgt_layout
    sequence:
      sequence: int64
  splits:
  - name: train
    num_bytes: 916523238
    num_examples: 49994
  - name: dev
    num_bytes: 916523238
    num_examples: 49994
  download_size: 360926516
  dataset_size: 1833046476
- config_name: test
  features:
  - name: src
    dtype: string
  - name: tgt
    dtype: string
  - name: bleu
    dtype: float64
  - name: tgt_index
    sequence: int64
  - name: original_filename
    dtype: string
  - name: filename
    dtype: string
  - name: page_idx
    dtype: int64
  - name: src_layout
    sequence:
      sequence: int64
  - name: tgt_layout
    sequence:
      sequence: int64
  splits:
  - name: test
    num_bytes: 919351137
    num_examples: 50009
  download_size: 181145705
  dataset_size: 919351137
configs:
- config_name: default
  data_files:
  - split: dev
    path: data/dev-*
  - split: test
    path: data/test-*
  - split: train
    path: data/train-*
- config_name: dev
  data_files:
  - split: train
    path: dev/train-*
  - split: dev
    path: dev/dev-*
- config_name: test
  data_files:
  - split: test
    path: test/test-*
---


# ReadingBank

ReadingBank is a benchmark dataset for reading order detection built with weak supervision from WORD documents, which contains 500K document images with a wide range of document types as well as the corresponding reading order information.

Our paper "[LayoutReader: Pre-training of Text and Layout for Reading Order Detection](https://arxiv.org/pdf/2108.11591)" has been accepted by EMNLP 2021.

Refer to the official repo for more details: https://github.com/doc-analysis/ReadingBank