Hugging Face's logo

AaronCIH
/
RobustRAG

Model card Files
xet
Community
RobustRAG
File size: 21,694 Bytes 
a8c50ce
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
 
# datasets 

## load datasets(train)的方法:
```
from datasets import load_dataset
db = load_dataset(...)["train"]
for x in db:
    # x 是一個 set{}, , e.g.
    # {"corpus-id": "6519.png", "image": <PIL.PngImagePlugin.PngImageFile\
    #  image mode=RGBA size=1263x700 at 0x7F0303CD6AD0>}
    ...
```
## load datasets(test)的方法:
```
from datasets import load_dataset
dbcorpus = load_dataset(..., "corpus")["train"]
dbqrels = load_dataset(..., "qrels")["train"]
dbqueries = load_dataset(..., "queries")["train"]
```
## 如果是圖片集合
```
for x in dbcorpus:
    # x 是一個 set{}, , e.g.
    # {"corpus-id": "圖片的id", "image": <PIL.PngImagePlugin.PngImageFile\
    #  image mode=RGBA size=1263x700 at 0x7F0303CD6AD0>}
    ...
for x in dbqrels:
    # x 是一個 set{}, , e.g.
    # {"query-id": "問題的id", "corpus-id": "圖片的id",}
    ...    
for x in dbqueries:
    # x 是一個 set{}, , e.g.
    # {"query-id": "問題的id", "query": "問題", "answer":"問題的答案"}
    ...    
```

## 如果是OCR資料集
```
for x in dbcorpus:
    # x 是一個 set{}, , e.g.
    # {"corpus-id": "6519.png", "text": "string to describe a photo"}
    ...
for x in dbqrels:
    # x 是一個 set{}, , e.g.
    # {"query-id": "問題的id", "corpus-id": "圖片的id",}
    ...    
for x in dbqueries:
    # x 是一個 set{}, , e.g.
    # {"query-id": "問題的id", "query": "問題", "answer":"問題的答案"}
    ...    
```



# Train datasets:
## arxiv, plotqa, ... 的122k的indomain資料集
```
load_dataset("openbmb/VisRAG-Ret-Train-In-domain-data", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## 合成的239k的資料集
```
load_dataset("openbmb/VisRAG-Ret-Train-Synthetic-data", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
# Test datasets: (每個test datasets分3個split)(有圖片版本 跟 OCR版本)
# 圖片版本
## 乾淨的PlotQA
```
load_dataset("openbmb/VisRAG-Ret-Test-PlotQA", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-PlotQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-PlotQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## 乾淨的SlideVQA
```
load_dataset("openbmb/VisRAG-Ret-Test-SlideVQA", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-SlideVQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-SlideVQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## 乾淨的InfoVQA
```
load_dataset("openbmb/VisRAG-Ret-Test-InfoVQA", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-InfoVQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-InfoVQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## 乾淨的ArxivQA
```
oad_dataset("openbmb/VisRAG-Ret-Test-ArxivQA", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ArxivQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ArxivQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## 乾淨的ChartQA
```
load_dataset("openbmb/VisRAG-Ret-Test-ChartQA", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ChartQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ChartQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## 乾淨的MP-DocVQA
```
load_dataset("openbmb/VisRAG-Ret-Test-MP-DocVQA", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-MP-DocVQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-MP-DocVQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## PlotQA (degraded(synthetic)), 跟乾淨的共用 "quels" 跟 "queries"
```
load_dataset("rweics5cs7/exo3-original-PlotQA-deg", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-PlotQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-PlotQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## SlideVQA (degraded(synthetic)), 跟乾淨的共用 "quels" 跟 "queries"
```
load_dataset("rweics5cs7/exo3-original-SlideVQA-deg", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-SlideVQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-SlideVQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## InfoVQA (degraded(synthetic)), 跟乾淨的共用 "quels" 跟 "queries"
```
load_dataset("rweics5cs7/exo3-original-InfoVQA-deg", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-InfoVQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-InfoVQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## ArxivQA (degraded(synthetic)), 跟乾淨的共用 "quels" 跟 "queries"
```
load_dataset("rweics5cs7/exo3-original-ArxivQA-deg", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ArxivQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ArxivQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## ChartQA (degraded(synthetic)), 跟乾淨的共用 "quels" 跟 "queries"
```
load_dataset("rweics5cs7/exo3-original-ChartQA-deg", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ChartQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ChartQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## MP-DocVQA (degraded(synthetic)), 跟乾淨的共用 "quels" 跟 "queries"
```
load_dataset("rweics5cs7/exo3-original-MP-DocVQA-deg", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-MP-DocVQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-MP-DocVQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]

```
## rvl cdip (3k) 乾淨的
```
load_dataset("rweics5cs7/exo7-realworld-db-combined", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo7-realworld-db-combined", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo7-realworld-db-combined", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## rvl cdip (REALWORLD) (3k) degraded realworld
```
load_dataset("rweics5cs7/exo7-realworld-db-combined-deg", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo7-realworld-db-combined-deg", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo7-realworld-db-combined-deg", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## MP-DocVQA (REALWORLD) (741) degraded realworld
```
load_dataset("rweics5cs7/exo9-realworld-db-combined", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo9-realworld-db-combined", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo9-realworld-db-combined", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## ArxivQA (REALWORLD) (3000) degraded realworld
```
load_dataset("rweics5cs7/exo10-realworld-db-combined", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo10-realworld-db-combined", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo10-realworld-db-combined", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```

# OCR版本 (PPOCR-v5)
## 乾淨的PlotQA
```
load_dataset("rweics5cs7/exo3-original-PlotQA-text", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-PlotQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-PlotQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## 乾淨的SlideVQA
```
load_dataset("rweics5cs7/exo3-original-SlideVQA-text", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-SlideVQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-SlideVQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## 乾淨的InfoVQA
```
load_dataset("rweics5cs7/exo3-original-InfoVQA-text", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-InfoVQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-InfoVQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## 乾淨的ArxivQA
```
oad_dataset("rweics5cs7/exo3-original-ArxivQA-text", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ArxivQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ArxivQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## 乾淨的ChartQA
```
load_dataset("rweics5cs7/exo3-original-ChartQA-text", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ChartQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ChartQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## 乾淨的MP-DocVQA
```
load_dataset("rweics5cs7/exo3-original-MP-DocVQA-text", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-MP-DocVQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-MP-DocVQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## PlotQA (degraded(synthetic)), 跟乾淨的共用 "quels" 跟 "queries"
```
load_dataset("rweics5cs7/exo3-original-PlotQA-text-deg", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-PlotQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-PlotQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## SlideVQA (degraded(synthetic)), 跟乾淨的共用 "quels" 跟 "queries"
```
load_dataset("rweics5cs7/exo3-original-SlideVQA-text-deg", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-SlideVQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-SlideVQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## InfoVQA (degraded(synthetic)), 跟乾淨的共用 "quels" 跟 "queries"
```
load_dataset("rweics5cs7/exo3-original-InfoVQA-text-deg", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-InfoVQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-InfoVQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## ArxivQA (degraded(synthetic)), 跟乾淨的共用 "quels" 跟 "queries"
```
load_dataset("rweics5cs7/exo3-original-ArxivQA-text-deg", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ArxivQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ArxivQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## ChartQA (degraded(synthetic)), 跟乾淨的共用 "quels" 跟 "queries"
```
load_dataset("rweics5cs7/exo3-original-ChartQA-text-deg", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ChartQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ChartQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## MP-DocVQA (degraded(synthetic)), 跟乾淨的共用 "quels" 跟 "queries"
```
load_dataset("rweics5cs7/exo3-original-MP-DocVQA-text-deg", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-MP-DocVQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-MP-DocVQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]

```
## rvl cdip (3k) 乾淨的
```
load_dataset("rweics5cs7/exo8-realworld-db-combined-text", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo8-realworld-db-combined-text", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo8-realworld-db-combined-text", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## rvl cdip (REALWORLD) (3k) degraded realworld
```
load_dataset("rweics5cs7/exo8-realworld-db-combined-text-deg", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo8-realworld-db-combined-text-deg", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo8-realworld-db-combined-text-deg", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## MP-DocVQA (REALWORLD) (741) degraded realworld
```
load_dataset("rweics5cs7/exo9-realworld-db-combined-text", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo9-realworld-db-combined-text", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo9-realworld-db-combined-text", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## ArxivQA (REALWORLD) (3000) degraded realworld
```
load_dataset("rweics5cs7/exo10-realworld-db-combined-text", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo10-realworld-db-combined-text", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo10-realworld-db-combined-text", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```

# OCR版本 (PPOCR-v3)
## 乾淨的PlotQA
```
load_dataset("rweics5cs7/exo3-original-PlotQA-text-v3", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-PlotQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-PlotQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## 乾淨的SlideVQA
```
load_dataset("rweics5cs7/exo3-original-SlideVQA-text-v3", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-SlideVQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-SlideVQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## 乾淨的InfoVQA
```
load_dataset("rweics5cs7/exo3-original-InfoVQA-text-v3", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-InfoVQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-InfoVQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## 乾淨的ArxivQA
```
oad_dataset("rweics5cs7/exo3-original-ArxivQA-text-v3", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ArxivQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ArxivQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## 乾淨的ChartQA
```
load_dataset("rweics5cs7/exo3-original-ChartQA-text-v3", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ChartQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ChartQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## 乾淨的MP-DocVQA
```
load_dataset("rweics5cs7/exo3-original-MP-DocVQA-text-v3", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-MP-DocVQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-MP-DocVQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## PlotQA (degraded(synthetic)), 跟乾淨的共用 "quels" 跟 "queries"
```
load_dataset("rweics5cs7/exo3-original-PlotQA-text-deg-v3", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-PlotQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-PlotQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## SlideVQA (degraded(synthetic)), 跟乾淨的共用 "quels" 跟 "queries"
```
load_dataset("rweics5cs7/exo3-original-SlideVQA-text-deg-v3", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-SlideVQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-SlideVQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## InfoVQA (degraded(synthetic)), 跟乾淨的共用 "quels" 跟 "queries"
```
load_dataset("rweics5cs7/exo3-original-InfoVQA-text-deg-v3", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-InfoVQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-InfoVQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## ArxivQA (degraded(synthetic)), 跟乾淨的共用 "quels" 跟 "queries"
```
load_dataset("rweics5cs7/exo3-original-ArxivQA-text-deg-v3", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ArxivQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ArxivQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## ChartQA (degraded(synthetic)), 跟乾淨的共用 "quels" 跟 "queries"
```
load_dataset("rweics5cs7/exo3-original-ChartQA-text-deg-v3", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ChartQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-ChartQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## MP-DocVQA (degraded(synthetic)), 跟乾淨的共用 "quels" 跟 "queries"
```
load_dataset("rweics5cs7/exo3-original-MP-DocVQA-text-deg-v3", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-MP-DocVQA", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("openbmb/VisRAG-Ret-Test-MP-DocVQA", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]

```
## rvl cdip (3k) 乾淨的
```
load_dataset("rweics5cs7/exo8-realworld-db-combined-text-v3", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo8-realworld-db-combined-text-v3", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo8-realworld-db-combined-text-v3", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## rvl cdip (REALWORLD) (3k) degraded realworld
```
load_dataset("rweics5cs7/exo8-realworld-db-combined-text-deg-v3", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo8-realworld-db-combined-text-deg-v3", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo8-realworld-db-combined-text-deg-v3", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## MP-DocVQA (REALWORLD) (741) degraded realworld
```
load_dataset("rweics5cs7/exo9-realworld-db-combined-text-v3", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo9-realworld-db-combined-text-v3", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo9-realworld-db-combined-text-v3", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```
## ArxivQA (REALWORLD) (3000) degraded realworld
```
load_dataset("rweics5cs7/exo10-realworld-db-combined-text-v3", "corpus", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo10-realworld-db-combined-text-v3", "qrels", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
load_dataset("rweics5cs7/exo10-realworld-db-combined-text-v3", "queries", cache_dir="/mnt/191/a/lyw/VisRAG/Alldatasets")["train"]
```