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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Biomedical Question Answering | 16 | 12 | Jun 18, 2026 | |
| Retrieval Question Answering | 16 | 3 | May 22, 2026 | |
| Factual Question Answering | 14 | 12 | Jun 17, 2026 | |
| Zero-shot Question Answering | 13 | 12 | Jun 15, 2026 | |
| Multiple-choice Visual Question Answering | 13 | 11 | Mar 30, 2026 | |
| Knowledge-intensive Question Answering | 13 | 8 | Jun 11, 2026 | |
| Truthful Question Answering | 13 | 22 | Jun 30, 2026 | |
| Factoid Question Answering | 13 | 8 | Jul 8, 2026 | |
| ROI-level Visual Question Answering |
| 13 |
| 1 |
| Jun 9, 2026 |
| Image Question Answering | 12 | 18 | May 28, 2026 |
|---|
| Closed-domain Question Answering | 12 | 1 | Feb 22, 2026 |
|---|
| Pathology Question Answering | 12 | 1 | Jun 9, 2026 |
|---|
| Cross-lingual Question Answering | 11 | 10 | Jun 23, 2026 |
|---|
| 3D Visual Question Answering | 11 | 14 | Jul 8, 2026 |
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| Multiple-choice Video Question Answering | 11 | 15 | May 14, 2026 |
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| Multi-choice Question Answering | 11 | 11 | Jun 4, 2026 |
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| Remote Sensing Visual Question Answering | 11 | 8 | May 29, 2026 |
|---|
| Memory-augmented Question Answering | 11 | 8 | Jun 23, 2026 |
|---|
| Multi-answer Question Answering | 11 | 5 | Jun 2, 2026 |
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| Yes/No Question Answering | 10 | 7 | Jul 8, 2026 |
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| Open Question Answering | 10 | 20 | Jun 2, 2026 |
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| Chemistry Question Answering | 10 | 1 | Feb 19, 2026 |
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| Text Question Answering | 9 | 3 | May 26, 2026 |
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| Surgical Video Question Answering | 9 | 4 | Jun 17, 2026 |
|---|
| Question Answering Retrieval | 9 | 4 | May 15, 2026 |
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