MulTaBench
Collection
Benchmarking multimodal tabular learning with text and images (NeurIPS 2026 Spotlight): leaderboard, 80 datasets and cached embeddings. • 84 items • Updated • 1
Rank int64 1 31.1k | Title stringlengths 3 187 | Type stringclasses 4
values | Issn stringlengths 1 18 | SJR stringlengths 5 7 ⌀ | SJR Best Quartile stringclasses 5
values | Total Docs (2024) int64 0 31.2k | Total Docs (3years) int64 0 67.8k | Total Refs int64 0 1.52M | Total Citations (3years) int64 0 357k | Citable Docs (3years) int64 0 67.7k | Citations / Doc (2years) stringlengths 4 6 | Ref / Doc stringlengths 4 7 | %Female stringclasses 1
value | Overton int64 0 169 | SDG int64 0 11.9k | Country stringclasses 120
values | Region stringclasses 9
values | Publisher stringlengths 3 205 ⌀ | Coverage stringlengths 4 303 | Categories stringlengths 3 436 | Areas stringlengths 6 233 | H index int64 0 1.44k |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | Ca-A Cancer Journal for Clinicians | journal | 15424863, 00079235 | 145,004 | Q1 | 43 | 122 | 2,704 | 40,834 | 81 | 168,71 | 62,88 | - | 4 | 37 | United States | Northern America | John Wiley and Sons Inc | 1950-2025 | Hematology (Q1); Oncology (Q1) | Medicine | 223 |
2 | MMWR Recommendations and Reports | journal | 10575987, 15458601 | 41,754 | Q1 | 6 | 15 | 1,652 | 1,308 | 15 | 75,11 | 275,33 | - | 1 | 5 | United States | Northern America | Centers for Disease Control and Prevention (CDC) | 1990-2024 | Epidemiology (Q1); Health Information Management (Q1); Health (social science) (Q1); Health, Toxicology and Mutagenesis (Q1); Medicine (miscellaneous) (Q1) | Environmental Science; Health Professions; Medicine; Social Sciences | 155 |
3 | Nature Reviews Molecular Cell Biology | journal | 14710072, 14710080 | 37,353 | Q1 | 125 | 337 | 11,556 | 14,357 | 151 | 40,61 | 92,45 | - | 0 | 15 | United Kingdom | Western Europe | Nature Research | 2000-2025 | Cell Biology (Q1); Molecular Biology (Q1) | Biochemistry, Genetics and Molecular Biology | 531 |
4 | Quarterly Journal of Economics | journal | 00335533, 15314650 | 35,995 | Q1 | 48 | 143 | 3,350 | 2,301 | 143 | 14,37 | 69,79 | - | 35 | 27 | United Kingdom | Western Europe | Oxford University Press | 1886-2025 | Economics and Econometrics (Q1) | Economics, Econometrics and Finance | 322 |
5 | Nature Reviews Drug Discovery | journal | 14741784, 14741776 | 30,506 | Q1 | 247 | 718 | 8,808 | 14,603 | 136 | 16,64 | 35,66 | - | 1 | 58 | United Kingdom | Western Europe | Nature Research | 2002-2025 | Drug Discovery (Q1); Medicine (miscellaneous) (Q1); Pharmacology (Q1) | Medicine; Pharmacology, Toxicology and Pharmaceutics | 412 |
6 | Nature Reviews Clinical Oncology | journal | 17594782, 17594774 | 28,675 | Q1 | 130 | 382 | 9,101 | 13,125 | 180 | 33,23 | 70,01 | - | 0 | 77 | United Kingdom | Western Europe | Nature Publishing Group | 2009-2025 | Oncology (Q1) | Medicine | 238 |
7 | American Economic Review | journal | 19447981, 00028282 | 25,102 | Q1 | 61 | 328 | 4,606 | 4,330 | 326 | 12,41 | 75,51 | - | 37 | 24 | United States | Northern America | American Economic Association | 1973-1975, 1978-2024 | Economics and Econometrics (Q1) | Economics, Econometrics and Finance | 380 |
8 | Nature Reviews Cancer | journal | 1474175X, 14741768 | 24,378 | Q1 | 125 | 320 | 10,255 | 10,928 | 165 | 28,49 | 82,04 | - | 0 | 92 | United Kingdom | Western Europe | Nature Publishing Group | 2001-2025 | Cancer Research (Q1); Oncology (Q1) | Biochemistry, Genetics and Molecular Biology; Medicine | 527 |
9 | Journal of Finance | journal | 00221082, 15406261 | 22,836 | Q1 | 97 | 227 | 5,521 | 2,319 | 220 | 10,87 | 56,92 | - | 21 | 24 | United Kingdom | Western Europe | Wiley-Blackwell Publishing Ltd | 1946-2025 | Accounting (Q1); Economics and Econometrics (Q1); Finance (Q1) | Business, Management and Accounting; Economics, Econometrics and Finance | 370 |
10 | Foundations and Trends in Machine Learning | journal | 19358245, 19358237 | 22,797 | Q1 | 5 | 12 | 1,326 | 1,613 | 12 | 48,33 | 265,20 | - | 1 | 0 | United States | Northern America | Now Publishers Inc | 2008-2024 | Artificial Intelligence (Q1); Human-Computer Interaction (Q1); Software (Q1) | Computer Science | 42 |
11 | Cell | journal | 00928674, 10974172 | 22,612 | Q1 | 537 | 1,361 | 44,743 | 44,520 | 1,123 | 30,22 | 83,32 | - | 2 | 166 | United States | Northern America | Elsevier B.V. | 1974-2025 | Biochemistry, Genetics and Molecular Biology (miscellaneous) (Q1) | Biochemistry, Genetics and Molecular Biology | 925 |
12 | Econometrica | journal | 00129682, 14680262 | 21,091 | Q1 | 66 | 264 | 2,702 | 2,074 | 258 | 6,73 | 40,94 | - | 0 | 20 | United Kingdom | Western Europe | Wiley-Blackwell Publishing Ltd | 1974, 1977-1984, 1990-1991, 1994-2025 | Economics and Econometrics (Q1) | Economics, Econometrics and Finance | 231 |
13 | Nature Reviews Materials | journal | 20588437 | 19,430 | Q1 | 123 | 365 | 9,545 | 13,606 | 213 | 34,96 | 77,60 | - | 1 | 31 | United Kingdom | Western Europe | Nature Publishing Group | 2016-2025 | Biomaterials (Q1); Electronic, Optical and Magnetic Materials (Q1); Energy (miscellaneous) (Q1); Materials Chemistry (Q1); Surfaces, Coatings and Films (Q1) | Energy; Materials Science | 215 |
14 | Review of Economic Studies | journal | 00346527, 1467937X | 19,166 | Q1 | 87 | 275 | 5,450 | 2,261 | 275 | 8,74 | 62,64 | - | 62 | 49 | United Kingdom | Western Europe | Oxford University Press | 1933-2025 | Economics and Econometrics (Q1) | Economics, Econometrics and Finance | 177 |
15 | New England Journal of Medicine | journal | 00284793, 15334406 | 19,076 | Q1 | 1,282 | 4,249 | 13,922 | 81,934 | 1,749 | 18,37 | 10,86 | - | 0 | 426 | United States | Northern America | Massachussetts Medical Society | 1945-2025 | Medicine (miscellaneous) (Q1) | Medicine | 1,231 |
16 | Annals of Oncology | journal | 15698041, 09237534 | 19,072 | Q1 | 167 | 546 | 4,859 | 11,555 | 301 | 22,61 | 29,10 | - | 12 | 132 | United Kingdom | Western Europe | Elsevier Ltd | 1990-2025 | Hematology (Q1); Medicine (miscellaneous) (Q1); Oncology (Q1) | Medicine | 311 |
17 | Cancer Cell | journal | 15356108, 18783686 | 19,027 | Q1 | 190 | 575 | 11,020 | 14,069 | 381 | 24,69 | 58,00 | - | 0 | 167 | United States | Northern America | Cell Press | 2002-2025 | Cancer Research (Q1); Cell Biology (Q1); Oncology (Q1) | Biochemistry, Genetics and Molecular Biology; Medicine | 416 |
18 | Nature Biotechnology | journal | 15461696, 10870156 | 19,006 | Q1 | 527 | 1,106 | 16,677 | 16,503 | 484 | 14,83 | 31,65 | - | 8 | 101 | United Kingdom | Western Europe | Nature Research | 1989-2025 | Applied Microbiology and Biotechnology (Q1); Bioengineering (Q1); Biomedical Engineering (Q1); Biotechnology (Q1); Molecular Medicine (Q1) | Biochemistry, Genetics and Molecular Biology; Chemical Engineering; Engineering; Immunology and Microbiology | 531 |
19 | World Psychiatry | journal | 17238617 | 18,419 | Q1 | 113 | 304 | 4,401 | 4,324 | 62 | 13,01 | 38,95 | - | 1 | 16 | United States | Northern America | Wiley-Blackwell | 2007-2025 | Psychiatry and Mental Health (Q1) | Medicine | 153 |
20 | Nature Medicine | journal | 1546170X, 10788956 | 18,333 | Q1 | 680 | 1,495 | 20,216 | 35,907 | 830 | 22,55 | 29,73 | - | 40 | 329 | United Kingdom | Western Europe | Nature Research | 1995-2025 | Biochemistry, Genetics and Molecular Biology (miscellaneous) (Q1); Medicine (miscellaneous) (Q1) | Biochemistry, Genetics and Molecular Biology; Medicine | 653 |
21 | Nature | journal | 14764687, 00280836 | 18,288 | Q1 | 3,763 | 7,697 | 89,439 | 161,464 | 3,762 | 18,47 | 23,77 | - | 106 | 886 | United Kingdom | Western Europe | Nature Research | 1869-2025 | Multidisciplinary (Q1) | Multidisciplinary | 1,442 |
22 | Reviews of Modern Physics | journal | 00346861, 15390756 | 18,080 | Q1 | 35 | 105 | 11,283 | 5,222 | 99 | 38,49 | 322,37 | - | 0 | 2 | United States | Northern America | American Physical Society | 1929-2025 | Physics and Astronomy (miscellaneous) (Q1) | Physics and Astronomy | 399 |
23 | Nature Reviews Disease Primers | journal | 2056676X | 17,995 | Q1 | 63 | 186 | 9,234 | 7,905 | 125 | 33,84 | 146,57 | - | 5 | 23 | United Kingdom | Western Europe | Nature Publishing Group | 2015-2025 | Medicine (miscellaneous) (Q1) | Medicine | 210 |
24 | Journal of Financial Economics | journal | 0304405X | 17,669 | Q1 | 111 | 500 | 6,352 | 7,626 | 495 | 12,47 | 57,23 | - | 14 | 40 | Netherlands | Western Europe | Elsevier B.V. | 1974-2025 | Accounting (Q1); Economics and Econometrics (Q1); Finance (Q1); Strategy and Management (Q1) | Business, Management and Accounting; Economics, Econometrics and Finance | 331 |
25 | Nature Energy | journal | 20587546 | 17,599 | Q1 | 243 | 637 | 7,488 | 18,853 | 406 | 27,54 | 30,81 | - | 15 | 139 | United States | Northern America | Springer Nature | 2016-2025 | Electronic, Optical and Magnetic Materials (Q1); Energy Engineering and Power Technology (Q1); Fuel Technology (Q1); Renewable Energy, Sustainability and the Environment (Q1) | Energy; Materials Science | 259 |
26 | Nature Reviews Immunology | journal | 14741741, 14741733 | 17,458 | Q1 | 141 | 476 | 11,709 | 11,866 | 258 | 23,43 | 83,04 | - | 0 | 48 | United Kingdom | Western Europe | Nature Research | 2001-2025 | Immunology (Q1); Immunology and Allergy (Q1); Medicine (miscellaneous) (Q1) | Immunology and Microbiology; Medicine | 486 |
27 | Nature Methods | journal | 15487091, 15487105 | 17,251 | Q1 | 415 | 1,039 | 13,342 | 19,073 | 576 | 13,51 | 32,15 | - | 4 | 25 | United Kingdom | Western Europe | Nature Research | 2004-2025 | Biochemistry (Q1); Biotechnology (Q1); Cell Biology (Q1); Molecular Biology (Q1) | Biochemistry, Genetics and Molecular Biology | 408 |
28 | Journal of Political Economy | journal | 00223808, 1537534X | 17,087 | Q1 | 85 | 239 | 5,432 | 1,943 | 232 | 6,48 | 63,91 | - | 47 | 36 | United States | Northern America | University of Chicago Press | 1969, 1973-1974, 1979-1985, 1987-2024 | Economics and Econometrics (Q1) | Economics, Econometrics and Finance | 225 |
29 | Nature Genetics | journal | 10614036, 15461718 | 16,586 | Q1 | 393 | 808 | 18,156 | 16,352 | 588 | 16,08 | 46,20 | - | 3 | 129 | United Kingdom | Western Europe | Nature Research | 1992-2025 | Genetics (Q1) | Biochemistry, Genetics and Molecular Biology | 660 |
30 | Review of Financial Studies | journal | 14657368, 08939454 | 16,546 | Q1 | 88 | 408 | 5,703 | 3,934 | 407 | 7,09 | 64,81 | - | 20 | 31 | United Kingdom | Western Europe | Oxford University Press | 1996-2025 | Accounting (Q1); Economics and Econometrics (Q1); Finance (Q1) | Business, Management and Accounting; Economics, Econometrics and Finance | 250 |
31 | Chemical Reviews | journal | 15206890, 00092665 | 16,455 | Q1 | 227 | 849 | 106,923 | 48,861 | 815 | 53,84 | 471,03 | - | 1 | 62 | United States | Northern America | American Chemical Society | 1924-2025 | Chemistry (miscellaneous) (Q1) | Chemistry | 873 |
32 | Annual Review of Immunology | book series | 15453278, 07320582 | 16,428 | Q1 | 19 | 83 | 3,789 | 2,818 | 82 | 30,94 | 199,42 | - | 0 | 12 | United States | Northern America | Annual Reviews Inc. | 1983-2024 | Immunology (Q1); Immunology and Allergy (Q1) | Immunology and Microbiology; Medicine | 337 |
33 | Nature Reviews Genetics | journal | 14710056, 14710064 | 16,364 | Q1 | 124 | 358 | 10,720 | 7,632 | 210 | 23,60 | 86,45 | - | 1 | 29 | United Kingdom | Western Europe | Nature Research | 2000-2025 | Genetics (Q1); Genetics (clinical) (Q1); Molecular Biology (Q1) | Biochemistry, Genetics and Molecular Biology; Medicine | 439 |
34 | National Vital Statistics Reports | journal | 15518922, 15518930 | 15,519 | Q1 | 10 | 45 | 224 | 991 | 42 | 21,54 | 22,40 | - | 4 | 6 | United States | Northern America | Public Health Services, US Dept of Health and Human Services | 1998-2024 | Life-span and Life-course Studies (Q1) | Social Sciences | 120 |
35 | MMWR Surveillance Summaries | journal | 15458636, 15460738 | 15,326 | Q1 | 9 | 30 | 297 | 1,682 | 30 | 57,05 | 33,00 | - | 3 | 9 | United States | Northern America | Centers for Disease Control and Prevention (CDC) | 2002-2009, 2011-2024 | Epidemiology (Q1); Health Information Management (Q1); Health (social science) (Q1); Health, Toxicology and Mutagenesis (Q1) | Environmental Science; Health Professions; Medicine; Social Sciences | 119 |
36 | Nature Reviews Methods Primers | journal | 26628449 | 15,026 | Q1 | 49 | 215 | 8,174 | 8,415 | 129 | 34,64 | 166,82 | - | 1 | 5 | United Kingdom | Western Europe | Springer Nature | 2021-2024 | Biochemistry, Genetics and Molecular Biology (miscellaneous) (Q1); Medicine (miscellaneous) (Q1) | Biochemistry, Genetics and Molecular Biology; Medicine | 67 |
37 | Nature Nanotechnology | journal | 17483387, 17483395 | 14,612 | Q1 | 272 | 689 | 11,320 | 19,764 | 516 | 24,62 | 41,62 | - | 3 | 65 | United Kingdom | Western Europe | Nature Publishing Group | 2006-2025 | Atomic and Molecular Physics, and Optics (Q1); Bioengineering (Q1); Biomedical Engineering (Q1); Condensed Matter Physics (Q1); Electrical and Electronic Engineering (Q1); Materials Science (miscellaneous) (Q1); Nanoscience and Nanotechnology (Q1) | Chemical Engineering; Engineering; Materials Science; Physics and Astronomy | 444 |
38 | Living Reviews in Relativity | journal | 14338351, 23673613 | 14,562 | Q1 | 6 | 15 | 2,536 | 780 | 15 | 55,55 | 422,67 | - | 0 | 0 | Switzerland | Western Europe | Springer International Publishing AG | 1998-2025 | Physics and Astronomy (miscellaneous) (Q1) | Physics and Astronomy | 101 |
39 | Academy of Management Review | journal | 03637425 | 14,402 | Q1 | 51 | 135 | 5,354 | 2,515 | 126 | 10,61 | 104,98 | - | 0 | 6 | United States | Northern America | Academy of Management | 1978-1987, 1989-1991, 1996-2025 | Business, Management and Accounting (miscellaneous) (Q1); Management of Technology and Innovation (Q1); Strategy and Management (Q1) | Business, Management and Accounting | 320 |
40 | Nature Materials | journal | 14764660, 14761122 | 14,204 | Q1 | 322 | 875 | 10,721 | 21,829 | 619 | 21,92 | 33,30 | - | 4 | 37 | United Kingdom | Western Europe | Nature Publishing Group | 2002-2025 | Chemistry (miscellaneous) (Q1); Condensed Matter Physics (Q1); Materials Science (miscellaneous) (Q1); Mechanical Engineering (Q1); Mechanics of Materials (Q1) | Chemistry; Engineering; Materials Science; Physics and Astronomy | 583 |
41 | IEEE Communications Surveys and Tutorials | journal | 1553877X | 14,184 | Q1 | 145 | 249 | 29,394 | 13,976 | 243 | 54,52 | 202,72 | - | 0 | 40 | United States | Northern America | Institute of Electrical and Electronics Engineers Inc. | 2005-2025 | Electrical and Electronic Engineering (Q1) | Engineering | 287 |
42 | Nature Catalysis | journal | 25201158 | 14,132 | Q1 | 185 | 506 | 7,294 | 13,367 | 377 | 25,30 | 39,43 | - | 0 | 47 | United States | Northern America | Nature Publishing Group | 2018-2025 | Biochemistry (Q1); Bioengineering (Q1); Catalysis (Q1); Process Chemistry and Technology (Q1) | Biochemistry, Genetics and Molecular Biology; Chemical Engineering | 162 |
43 | Academy of Management Annals | journal | 19416520, 19416067 | 13,877 | Q1 | 23 | 64 | 5,065 | 1,312 | 62 | 19,20 | 220,22 | - | 1 | 1 | United States | Northern America | Academy of Management | 2010-2025 | Business and International Management (Q1); Organizational Behavior and Human Resource Management (Q1) | Business, Management and Accounting | 119 |
44 | Nature Reviews Microbiology | journal | 17401534, 17401526 | 13,861 | Q1 | 131 | 498 | 10,417 | 15,656 | 315 | 29,68 | 79,52 | - | 6 | 44 | United Kingdom | Western Europe | Nature Research | 2003-2025 | Immunology and Microbiology (miscellaneous) (Q1); Infectious Diseases (Q1); Microbiology (Q1) | Immunology and Microbiology; Medicine | 393 |
45 | Annual Review of Psychology | journal | 00664308, 15452085 | 13,786 | Q1 | 25 | 81 | 3,929 | 3,026 | 78 | 32,57 | 157,16 | - | 2 | 3 | United States | Northern America | Annual Reviews Inc. | 1950-1958, 1960-1963, 1965-2025 | Psychology (miscellaneous) (Q1) | Psychology | 298 |
46 | American Economic Journal: Macroeconomics | journal | 19457707, 19457715 | 13,528 | Q1 | 24 | 154 | 1,475 | 1,154 | 154 | 5,87 | 61,46 | - | 14 | 17 | United States | Northern America | American Economic Association | 2009-2024 | Economics, Econometrics and Finance (miscellaneous) (Q1) | Economics, Econometrics and Finance | 88 |
47 | Nature Reviews Earth and Environment | journal | 2662138X | 13,465 | Q1 | 109 | 355 | 9,209 | 9,914 | 187 | 28,29 | 84,49 | - | 9 | 45 | Switzerland | Western Europe | Springer International Publishing | 2020-2025 | Atmospheric Science (Q1); Earth-Surface Processes (Q1); Nature and Landscape Conservation (Q1); Pollution (Q1) | Earth and Planetary Sciences; Environmental Science | 91 |
48 | Nature Reviews Chemistry | journal | 23973358 | 13,441 | Q1 | 106 | 306 | 8,489 | 7,174 | 171 | 22,05 | 80,08 | - | 1 | 14 | United Kingdom | Western Europe | Nature Publishing Group | 2017-2025 | Chemical Engineering (miscellaneous) (Q1); Chemistry (miscellaneous) (Q1) | Chemical Engineering; Chemistry | 131 |
49 | Journal of Marketing | journal | 15477185, 00222429 | 13,394 | Q1 | 63 | 176 | 4,655 | 3,242 | 154 | 17,29 | 73,89 | - | 1 | 9 | United States | Northern America | American Marketing Association | 1969, 1971, 1973, 1977, 1979-1981, 1995-2025 | Business and International Management (Q1); Economics and Econometrics (Q1); Marketing (Q1) | Business, Management and Accounting; Economics, Econometrics and Finance | 296 |
50 | Journal of Economic Literature | journal | 00220515 | 12,749 | Q1 | 16 | 91 | 2,700 | 1,213 | 90 | 11,09 | 168,75 | - | 9 | 7 | United States | Northern America | American Economic Association | 1981, 1984, 1986, 1996-2024 | Economics and Econometrics (Q1) | Economics, Econometrics and Finance | 189 |
51 | Annual Review of Astronomy and Astrophysics | book series | 15454282, 00664146 | 12,736 | Q1 | 15 | 39 | 4,257 | 1,201 | 36 | 29,63 | 283,80 | - | 0 | 1 | United States | Northern America | Annual Reviews Inc. | 1990-2024 | Astronomy and Astrophysics (Q1); Space and Planetary Science (Q1) | Earth and Planetary Sciences; Physics and Astronomy | 220 |
52 | Annual Review of Organizational Psychology and Organizational Behavior | journal | 23270608 | 12,191 | Q1 | 21 | 52 | 2,548 | 1,645 | 49 | 33,44 | 121,33 | - | 0 | 5 | United States | Northern America | Annual Reviews Inc. | 2014-2025 | Applied Psychology (Q1); Organizational Behavior and Human Resource Management (Q1); Social Psychology (Q1) | Business, Management and Accounting; Psychology | 86 |
53 | The Lancet Diabetes and Endocrinology | journal | 22138595, 22138587 | 12,190 | Q1 | 193 | 553 | 4,445 | 6,796 | 198 | 10,82 | 23,03 | - | 0 | 137 | United Kingdom | Western Europe | Elsevier Ltd | 2013-2025 | Endocrinology (Q1); Endocrinology, Diabetes and Metabolism (Q1); Internal Medicine (Q1) | Biochemistry, Genetics and Molecular Biology; Medicine | 189 |
54 | Annual Review of Pathology: Mechanisms of Disease | journal | 15534006, 15534014 | 12,185 | Q1 | 22 | 65 | 3,570 | 2,434 | 65 | 33,18 | 162,27 | - | 0 | 10 | United States | Northern America | Annual Reviews Inc. | 2006-2021, 2023-2025 | Medicine (miscellaneous) (Q1); Pathology and Forensic Medicine (Q1); Plant Science (Q1) | Agricultural and Biological Sciences; Medicine | 156 |
55 | Journal of Econometrics | journal | 03044076, 18726895 | 12,168 | Q1 | 265 | 581 | 12,954 | 5,451 | 554 | 4,39 | 48,88 | - | 25 | 47 | Netherlands | Western Europe | Elsevier B.V. | 1973-2025 | Applied Mathematics (Q1); Economics and Econometrics (Q1) | Economics, Econometrics and Finance; Mathematics | 198 |
56 | Physiological Reviews | journal | 15221210, 00319333 | 12,167 | Q1 | 39 | 136 | 14,416 | 4,848 | 127 | 26,37 | 369,64 | - | 0 | 16 | United States | Northern America | American Physiological Society | 1945-2025 | Medicine (miscellaneous) (Q1); Molecular Biology (Q1); Physiology (Q1); Physiology (medical) (Q1) | Biochemistry, Genetics and Molecular Biology; Medicine | 401 |
57 | Immunity | journal | 10974180, 10747613 | 12,163 | Q1 | 233 | 696 | 17,127 | 13,011 | 564 | 17,48 | 73,51 | - | 0 | 93 | United States | Northern America | Cell Press | 1994-2025 | Immunology (Q1); Immunology and Allergy (Q1); Infectious Diseases (Q1) | Immunology and Microbiology; Medicine | 475 |
58 | Signal Transduction and Targeted Therapy | journal | 20593635, 20959907 | 12,135 | Q1 | 365 | 1,269 | 61,560 | 36,770 | 806 | 29,10 | 168,66 | - | 2 | 203 | United Kingdom | Western Europe | Springer Nature | 2016-2025 | Cancer Research (Q1); Genetics (Q1) | Biochemistry, Genetics and Molecular Biology | 161 |
59 | The Lancet | journal | 01406736, 1474547X | 12,113 | Q1 | 1,518 | 3,963 | 25,187 | 55,580 | 1,431 | 12,12 | 16,59 | - | 0 | 455 | United Kingdom | Western Europe | Elsevier B.V. | 1823-2025 | Medicine (miscellaneous) (Q1) | Medicine | 936 |
60 | Cell Metabolism | journal | 15504131, 19327420 | 11,989 | Q1 | 185 | 575 | 15,294 | 13,114 | 470 | 21,71 | 82,67 | - | 0 | 76 | United States | Northern America | Cell Press | 2005-2025 | Cell Biology (Q1); Molecular Biology (Q1); Physiology (Q1) | Biochemistry, Genetics and Molecular Biology | 368 |
61 | Nature Cancer | journal | 26621347 | 11,941 | Q1 | 189 | 502 | 8,618 | 7,190 | 329 | 14,28 | 45,60 | - | 2 | 148 | United States | Northern America | Nature Research | 2020-2025 | Cancer Research (Q1); Oncology (Q1) | Biochemistry, Genetics and Molecular Biology; Medicine | 81 |
62 | The Lancet Neurology | journal | 14744465, 14744422 | 11,729 | Q1 | 326 | 809 | 5,398 | 9,796 | 288 | 10,20 | 16,56 | - | 0 | 56 | United Kingdom | Western Europe | Elsevier Ltd | 2002-2025 | Neurology (clinical) (Q1) | Medicine | 379 |
63 | MMWR supplements | journal | 23808942, 23808950 | 11,672 | Q1 | 22 | 18 | 0 | 631 | 18 | 35,06 | 0,00 | - | 5 | 19 | United States | Northern America | Epidemiology Program Office | 2016, 2020, 2022-2024 | Medicine (miscellaneous) (Q1) | Medicine | 30 |
64 | Nature Photonics | journal | 17494885 | 11,546 | Q1 | 229 | 561 | 8,736 | 12,324 | 398 | 20,23 | 38,15 | - | 0 | 18 | United Kingdom | Western Europe | Nature Publishing Group | 2007-2025 | Atomic and Molecular Physics, and Optics (Q1); Electronic, Optical and Magnetic Materials (Q1) | Materials Science; Physics and Astronomy | 404 |
65 | Chemical Society Reviews | journal | 03060012, 14604744 | 11,467 | Q1 | 310 | 944 | 87,507 | 40,061 | 938 | 37,17 | 282,28 | - | 0 | 123 | United Kingdom | Western Europe | Royal Society of Chemistry | 1972-2025 | Chemistry (miscellaneous) (Q1) | Chemistry | 673 |
66 | The Lancet Gastroenterology and Hepatology | journal | 24681253 | 11,398 | Q1 | 242 | 682 | 5,228 | 8,156 | 245 | 13,01 | 21,60 | - | 0 | 88 | United Kingdom | Western Europe | Elsevier Ltd | 2016-2025 | Gastroenterology (Q1); Hepatology (Q1) | Medicine | 123 |
67 | eLight | journal | 26628643, 20971710 | 11,392 | Q1 | 22 | 54 | 1,642 | 1,717 | 52 | 31,89 | 74,64 | - | 0 | 1 | Singapore | Asiatic Region | Springer | 2021-2025 | Atomic and Molecular Physics, and Optics (Q1); Electronic, Optical and Magnetic Materials (Q1) | Materials Science; Physics and Astronomy | 32 |
68 | The Lancet Oncology | journal | 14702045, 14745488 | 11,319 | Q1 | 475 | 1,353 | 7,356 | 15,163 | 636 | 9,61 | 15,49 | - | 0 | 337 | United Kingdom | Western Europe | Elsevier Ltd | 2000-2025 | Oncology (Q1) | Medicine | 432 |
69 | Journal of Clinical Oncology | journal | 15277755, 0732183X | 11,205 | Q1 | 622 | 1,877 | 17,957 | 26,575 | 1,306 | 13,85 | 28,87 | - | 0 | 459 | United States | Northern America | Lippincott Williams and Wilkins | 1983-2025 | Cancer Research (Q1); Medicine (miscellaneous) (Q1); Oncology (Q1) | Biochemistry, Genetics and Molecular Biology; Medicine | 646 |
70 | Nature Neuroscience | journal | 10976256, 15461726 | 11,197 | Q1 | 291 | 710 | 14,873 | 9,950 | 517 | 12,23 | 51,11 | - | 1 | 18 | United Kingdom | Western Europe | Nature Research | 1998-2025 | Neuroscience (miscellaneous) (Q1) | Neuroscience | 496 |
71 | Nature Electronics | journal | 25201131 | 11,082 | Q1 | 204 | 545 | 5,655 | 9,817 | 320 | 16,47 | 27,72 | - | 0 | 13 | United Kingdom | Western Europe | Nature Publishing Group | 2018-2025 | Electrical and Electronic Engineering (Q1); Electronic, Optical and Magnetic Materials (Q1); Instrumentation (Q1) | Engineering; Materials Science; Physics and Astronomy | 131 |
72 | Joule | journal | 25424351 | 10,868 | Q1 | 232 | 663 | 13,252 | 17,769 | 527 | 23,73 | 57,12 | - | 5 | 174 | United States | Northern America | Cell Press | 2017-2025 | Energy (miscellaneous) (Q1) | Energy | 221 |
73 | Kidney International Supplements | journal | 21571716, 21571724 | 10,788 | Q1 | 12 | 28 | 598 | 853 | 23 | 81,56 | 49,83 | - | 0 | 9 | United States | Northern America | Elsevier B.V. | 2011-2022, 2024 | Nephrology (Q1) | Medicine | 54 |
74 | Nature Reviews Cardiology | journal | 17595010, 17595002 | 10,662 | Q1 | 148 | 471 | 11,191 | 8,426 | 237 | 15,78 | 75,61 | - | 3 | 57 | United Kingdom | Western Europe | Nature Research | 2009-2025 | Cardiology and Cardiovascular Medicine (Q1) | Medicine | 201 |
75 | Journal of Hepatology | journal | 16000641, 01688278 | 10,575 | Q1 | 444 | 1,341 | 12,247 | 18,858 | 705 | 15,48 | 27,58 | - | 5 | 174 | Netherlands | Western Europe | Elsevier B.V. | 1985-2025 | Hepatology (Q1) | Medicine | 319 |
76 | Reviews of Geophysics | journal | 19449208, 87551209 | 10,546 | Q1 | 16 | 58 | 5,964 | 2,088 | 56 | 38,38 | 372,75 | - | 0 | 10 | United States | Northern America | John Wiley and Sons Inc | 1963-2025 | Geophysics (Q1) | Earth and Planetary Sciences | 207 |
77 | Energy and Environmental Science | journal | 17545692, 17545706 | 10,529 | Q1 | 718 | 1,251 | 52,184 | 40,939 | 1,240 | 29,13 | 72,68 | - | 1 | 488 | United Kingdom | Western Europe | Royal Society of Chemistry | 2008-2025 | Environmental Chemistry (Q1); Nuclear Energy and Engineering (Q1); Pollution (Q1); Renewable Energy, Sustainability and the Environment (Q1) | Energy; Environmental Science | 466 |
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Part of MulTaBench, a benchmark for multimodal tabular learning.
Paper: MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image · Leaderboard: multabench/leaderboard
H indexLoad the benchmark splits with multabench.load_split("REG_TEXT_SCIMAGOJR_IMPACT", fold=0).
| Column | Type |
|---|---|
| Rank | int |
| Title | string |
| Type | categorical |
| Issn | string |
| SJR | string |
| SJR Best Quartile | categorical |
| Total Docs (2024) | int |
| Total Docs (3years) | int |
| Total Refs | int |
| Total Citations (3years) | int |
| Citable Docs (3years) | int |
| Citations / Doc (2years) | string |
| Ref / Doc | string |
| %Female | categorical |
| Overton | int |
| SDG | int |
| Country | string |
| Region | categorical |
| Publisher | string |
| Coverage | string |
| Categories | string |
| Areas | string |
| H index | int |
@misc{arazi2026multabenchbenchmarkingmultimodaltabular,
title={MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image},
author={Alan Arazi and Eilam Shapira and Shoham Grunblat and Mor Ventura and Elad Hoffer and Gioia Blayer and David Holzmüller and Lennart Purucker and Gaël Varoquaux and Frank Hutter and Roi Reichart},
year={2026},
eprint={2605.10616},
archivePrefix={arXiv},
primaryClass={cs.LG},
url={https://arxiv.org/abs/2605.10616},
}