Doctor5benchmark/DocToR-5
DocToR 5 documents Tracing of Robustness Dataset Summary We introduce the DOCTOR 5 benchmark to systematically test the visual and logical robustness of multimodal models. The dataset features approximately 13k+ document images and over 65000 visual question answering pairs. It covers 12 diverse domains including scientific papers financial reports and business presentations. This resource provides a standardized testbed for evaluating models against generation… See the full description on the dataset page: https://huggingface.co/datasets/Doctor5benchmark/DocToR-5.
0104
1{2 "layout_dets": [3 {4 "category_type": "table_caption",5 "poly": [6 127.77777777777777,7 173.90417522854275,8 895.2085762404456,9 173.90417522854275,10 895.2085762404456,11 208.33333333333334,12 127.77777777777777,13 208.3333333333333414 ],15 "ignore": false,16 "order": 1,17 "anno_id": 5,18 "text": "Table1 Basic characteristics of study population according the Chinese famine $ ^{\\dagger} $",19 "line_with_spans": [20 {21 "category_type": "text_span",22 "poly": [23 132.149961191099,24 177.4833668500164,25 202.10300981765374,26 177.4833668500164,27 202.10300981765374,28 199.42942132109238,29 132.149961191099,30 199.4294213210923831 ],32 "text": "Table1"33 },34 {35 "category_type": "text_span",36 "poly": [37 225.6704220698133,38 178.66666666666708,39 879.3512178263528,40 178.66666666666708,41 879.3512178263528,42 200,43 225.6704220698133,44 20045 ],46 "text": "Basic characteristics of study population according the Chinese famine"47 },48 {49 "category_type": "footnote_mark",50 "poly": 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5.50$</td><td>98.34</td><td><0.0001</td></tr><tr><td>Weight (kg)</td><td>$64.50 \\pm 10.70$</td><td>$69.78 \\pm 9.54$</td><td>$57.33 \\pm 7.54$</td><td>73.58</td><td><0.0001</td></tr><tr><td>Gamma-glutamyl transferase (U/L)</td><td>26.00 (29.00)</td><td>34.00 (37.00)</td><td>17.00 (14.00)</td><td>48.77</td><td><0.0001</td></tr><tr><td>Alanine aminotransferase (U/L)</td><td>21.00 (16.00)</td><td>25.00 (17.00)</td><td>17.00 (11.00)</td><td>36.16</td><td><0.0001</td></tr><tr><td>Aspartate aminotransferase (U/L)</td><td>22.00 (8.00)</td><td>23.00 (9.00)</td><td>20.00 (7.00)</td><td>20.35</td><td><0.0001</td></tr><tr><td>Body\\ mass\\ index\\ (BMI, $kg/m^2$\n)</td><td>$24.15 \\pm 2.94$</td><td>$24.76 \\pm 2.87$</td><td>$23.32 \\pm 2.81$</td><td>26.18</td><td><0.0001</td></tr><tr><td>$Obesity (\\%)^‡$</td><td>1098 (10.04)</td><td>808 (12.84)</td><td>290 (6.25)</td><td>128.45</td><td><0.0001</td></tr><tr><td>Systolic blood pressure (mmHg)</td><td>$125.11 \\pm 18.39$</td><td>$127.80 \\pm 18.20$</td><td>$121.50 \\pm 18.03$</td><td>17.97</td><td><0.0001</td></tr><tr><td>Diastolic blood pressure (mmHg)</td><td>$79.17 \\pm 12.83$</td><td>$82.35 \\pm 12.74$</td><td>$74.85 \\pm 11.65$</td><td>31.53</td><td><0.0001</td></tr><tr><td>$Hypertension (\\%)^§$</td><td>2719 (24.87)</td><td>1936 (30.76)</td><td>783 (16.87)</td><td>275.94</td><td><0.0001</td></tr><tr><td>Fasting plasma glucose (FPG, mmol/L)</td><td>$5.50 \\pm 1.29$</td><td>$5.67 \\pm 1.48$</td><td>$5.28 \\pm 0.93$</td><td>15.72</td><td><0.0001</td></tr><tr><td>Hyperglycemia (\\%)</td><td>1567 (14.33)</td><td>1194 (18.97)</td><td>373 (8.04)</td><td>260.21</td><td><0.0001</td></tr><tr><td>Fatty liver disease (\\%)</td><td>3815 (34.89)</td><td>2858 (45.42)</td><td>957 (20.62)</td><td>722.87</td><td><0.0001</td></tr></table>",85 "attribute": {86 "table_layout": "horizontal",87 "with_span": false,88 "line": "fewer_line",89 "language": "table_en",90 "include_equation": true,91 "include_photo": false,92 "include_background": false,93 "with_structured_text": false94 },95 "table_edit_status": "good"96 },97 {98 "category_type": "table_footnote",99 "poly": [100 131.82286407976258,101 696.9635433620879,102 1504.2399202104143,103 696.9635433620879,104 1504.2399202104143,105 872.251652873822,106 131.82286407976258,107 872.251652873822108 ],109 "ignore": false,110 "order": 3,111 "anno_id": 4,112 "text": "$ ^{\\ast} $ P values were calculated by the means of Student t-test,Wilcoxon rank sum test,or chi-square test. $ ^{\\dagger} $ Data are presented as mean $ \\pm $ standard deviation,median (interquantile range),or \n number (percentage). $ ^{\\ddagger} $ Obesity was defined as $ BMI \\geq 28 . $ $ ^{\\S} $ Hypertension was defined as $ SBP \\geq 140 $ mmHg and/or $ DBP \\geq 90 $ mmHg in at least two measurements, or a previous diagnosis of hypertension by a clinician or self-reported current use of anti-hypertensive medication $ ^{\\eta} $ Hyperglycemia was defined as $ FPG \\geq 6.1 $ mmol/L.",113 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786.4156073217085,261 415.40171890673986,262 807.7644321683092,263 142.47230283308116,264 807.7644321683092265 ],266 "text": "Hypertension was defined as"267 },268 {269 "category_type": "equation_inline",270 "poly": [271 419.0088360454952,272 786.274706045825,273 511.97931723998283,274 786.274706045825,275 511.97931723998283,276 808.9413727124917,277 419.0088360454952,278 808.9413727124917279 ],280 "latex": "$ SBP \\geq 140 $"281 },282 {283 "category_type": "text_span",284 "poly": [285 513.9418551639441,286 788.1235133094361,287 644.5966632251441,288 788.1235133094361,289 644.5966632251441,290 808.6183851621732,291 513.9418551639441,292 808.6183851621732293 ],294 "text": "mmHg and/or"295 },296 {297 "category_type": "equation_inline",298 "poly": [299 648.2223232041077,300 786.274706045825,301 734.1356944659407,302 786.274706045825,303 734.1356944659407,304 808.9413727124917,305 648.2223232041077,306 808.9413727124917307 ],308 "latex": "$ DBP \\geq 90 $"309 },310 {311 "category_type": 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842.242504534515,359 429.4540715556276,360 872,361 144.82381304697623,362 872363 ],364 "text": "Hyperglycemia was defined as"365 },366 {367 "category_type": "equation_inline",368 "poly": [369 433.04844066780566,370 845.1863812099147,371 520.8897649966964,372 845.1863812099147,373 520.8897649966964,374 867.8530478765813,375 433.04844066780566,376 867.8530478765813377 ],378 "latex": "$ FPG \\geq 6.1 $"379 },380 {381 "category_type": "text_span",382 "poly": [383 524.2857569839748,384 846.5053793024979,385 603.4031434409808,386 846.5053793024979,387 603.4031434409808,388 866.9763114627021,389 524.2857569839748,390 866.9763114627021391 ],392 "text": "mmol/L."393 }394 ],395 "attribute": {396 "text_language": "text_english",397 "text_background": "white",398 "text_rotate": "normal"399 }400 },401 {402 "category_type": "figure",403 "poly": [404 383.3333333333333,405 894.4444444444445,406 1250,407 894.4444444444445,408 1250,409 1541.6666666666667,410 383.3333333333333,411 1541.6666666666667412 ],413 "ignore": false,414 "order": 4,415 "anno_id": 3416 },417 {418 "category_type": "figure_caption",419 "poly": [420 132.2805071417024,421 1582.6483997436246,422 1500.875176323785,423 1582.6483997436246,424 1500.875176323785,425 1646.0636998054354,426 132.2805071417024,427 1646.0636998054354428 ],429 "ignore": false,430 "order": 5,431 "anno_id": 8,432 "text": "Figure 1 Gender-specific prevalence of (a) fatty liver disease,(b) obesity,(c) hypertension,and (d) hyperglycemia among subjects according to the birth years (1956-1965) in Chongqing,China, ,male; ,female; ,total.",433 "line_with_spans": [434 {435 "category_type": "text_span",436 "poly": [437 128.444273001615,438 1584.6998137312094,439 1498.666666666667,440 1584.6998137312094,441 1498.666666666667,442 1609.3333333333328,443 128.444273001615,444 1609.3333333333328445 ],446 "text": "Figure 1 Gender-specific prevalence of (a) fatty liver disease,(b) obesity,(c) hypertension,and (d) hyperglycemia among subjects according to the"447 },448 {449 "category_type": "text_span",450 "poly": [451 130.66666666666677,452 1614.6666666666667,453 231.25191000475778,454 1614.6666666666667,455 231.25191000475778,456 1640.0000000000002,457 130.66666666666677,458 1640.0000000000002459 ],460 "text": "birth years"461 },462 {463 "category_type": "equation_ignore",464 "poly": [465 238.3740438903633,466 1614.9966793728945,467 350.6507443785904,468 1614.9966793728945,469 350.6507443785904,470 1640.5556030612713,471 238.3740438903633,472 1640.5556030612713473 ],474 "text": "(1956-1965)"475 },476 {477 "category_type": "text_span",478 "poly": [479 357.0404753006846,480 1614.9966793728945,481 551.4708590729804,482 1614.9966793728945,483 551.4708590729804,484 1640.5556030612713,485 357.0404753006846,486 1640.5556030612713487 ],488 "text": "in Chongqing,China,"489 },490 {491 "category_type": "text_span",492 "poly": [493 580.4790437571995,494 1614.6666666666665,495 643.7158362815412,496 1614.6666666666665,497 643.7158362815412,498 1640,499 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6,554 "text": "subjects.Compared with the subjects born in the non-exposed group,the odds ratio for obesity of the subjects born in\n 1961 was increased by 38.4%(95%Cl: 1.101-1.738) after adjustment of age and sex.The odds ratios of being hyperglycemia are significantly higher in the subjects born in 1960 (1.293 times, 95% CI: 1.041-1.605 ),1961(1.321 times, 95% CI: 1.073-1.626 ),and 1962(1.362 times, 95% CI:1.156-1.604) than the non-exposed group.No positive association was observed in effects of Chinese famine on hypertension among total study population.",555 "line_with_spans": [556 {557 "category_type": "text_span",558 "poly": [559 136.00000000000014,560 1706.6666666666667,561 794.073325798104,562 1706.6666666666667,563 794.073325798104,564 1730.6666666666665,565 136.00000000000014,566 1730.6666666666665567 ],568 "text": "subjects.Compared with the subjects born in the non-exposed"569 },570 {571 "category_type": "text_span",572 "poly": [573 136,574 1740,575 792,576 1740,577 792,578 1760,579 136,580 1760581 ],582 "text": "group,the odds ratio for obesity of the subjects born in\n 1961 was"583 },584 {585 "category_type": "text_span",586 "poly": [587 134.66666666666666,588 1769.3333333333333,589 270.66666666666663,590 1769.3333333333333,591 270.66666666666663,592 1790.6666666666665,593 134.66666666666666,594 1790.6666666666665595 ],596 "text": "increased by"597 },598 {599 "category_type": "equation_ignore",600 "poly": [601 275.0251859125646,602 1766.354038452814,603 586.5605279116888,604 1766.354038452814,605 586.5605279116888,606 1791.441798005461,607 275.0251859125646,608 1791.441798005461609 ],610 "text": "38.4%(95%Cl: 1.101-1.738)"611 },612 {613 "category_type": "text_span",614 "poly": [615 593.4824311493488,616 1767.1678198344835,617 793.3333333333335,618 1767.1678198344835,619 793.3333333333335,620 1790.6666666666665,621 593.4824311493488,622 1790.6666666666665623 ],624 "text": "after adjustment of"625 },626 {627 "category_type": "text_span",628 "poly": [629 134.6666666666668,630 1800.0000000000002,631 794.9249905809633,632 1800.0000000000002,633 794.9249905809633,634 1824,635 134.6666666666668,636 1824637 ],638 "text": "age and sex.The odds ratios of being hyperglycemia are signifi-"639 },640 {641 "category_type": "text_span",642 "poly": [643 134.66666666666666,644 1829.3333333333333,645 704,646 1829.3333333333333,647 704,648 1853.3333333333333,649 134.66666666666666,650 1853.3333333333333651 ],652 "text": "cantly higher in the subjects born in 1960 (1.293 times,"653 },654 {655 "category_type": "equation_ignore",656 "poly": [657 706.8192308222182,658 1826.360054102691,659 752.8091290966192,660 1826.360054102691,661 752.8091290966192,662 1857.019986285625,663 706.8192308222182,664 1857.019986285625665 ],666 "text": "95%"667 },668 {669 "category_type": "text_span",670 "poly": [671 754.6666666666666,672 1829.3333333333333,673 792,674 1829.3333333333333,675 792,676 1853.3333333333333,677 754.6666666666666,678 1853.3333333333333679 ],680 "text": "CI:"681 },682 {683 "category_type": "equation_ignore",684 "poly": [685 132.90541712444585,686 1857.5507391022895,687 254.9567658458096,688 1857.5507391022895,689 254.9567658458096,690 1881.4823761064783,691 132.90541712444585,692 1881.4823761064783693 ],694 "text": "1.041-1.605"695 },696 {697 "category_type": "text_span",698 "poly": [699 255.65818502094507,700 1860.0000000000002,701 496.00000000000017,702 1860.0000000000002,703 496.00000000000017,704 1884,705 255.65818502094507,706 1884707 ],708 "text": "),1961(1.321 times,"709 },710 {711 "category_type": "equation_ignore",712 "poly": [713 499.8646885874135,714 1857.019986285625,715 545.8545868618145,716 1857.019986285625,717 545.8545868618145,718 1885.1249241199812,719 499.8646885874135,720 1885.1249241199812721 ],722 "text": "95%"723 },724 {725 "category_type": "text_span",726 "poly": [727 548.0000000000002,728 1860,729 601.7434858166979,730 1860,731 601.7434858166979,732 1884,733 548.0000000000002,734 1884735 ],736 "text": 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