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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 |
|---|---|---|---|---|
| Question Answering | 3,005 | 2,086 | Jul 9, 2026 | |
| Visual Question Answering | 1,137 | 1,188 | Jul 9, 2026 | |
| Multi-hop Question Answering | 507 | 373 | Jul 9, 2026 | |
| Video Question Answering | 438 | 429 | Jul 9, 2026 | |
| Multiple-choice Question Answering | 367 | 282 | Jul 9, 2026 | |
| Medical Question Answering | 217 | 183 | Jul 7, 2026 | |
| Science Question Answering | 199 | 457 | Jul 9, 2026 | |
| Medical Visual Question Answering | 183 | 93 | Jul 3, 2026 | |
| Open-domain Question Answering |
| 167 |
| 121 |
| Jul 3, 2026 |
| Table Question Answering | 111 | 80 | Jul 7, 2026 |
|---|
| Long-context Question Answering | 104 | 77 | Jul 8, 2026 |
|---|
| Knowledge Graph Question Answering | 97 | 57 | Jul 2, 2026 |
|---|
| Multimodal Question Answering | 75 | 65 | Jul 3, 2026 |
|---|
| Knowledge Base Question Answering | 69 | 47 | Jun 2, 2026 |
|---|
| Commonsense Question Answering | 61 | 82 | Jul 9, 2026 |
|---|
| Chart Question Answering | 59 | 125 | Jul 7, 2026 |
|---|
| Conversational Question Answering | 48 | 34 | Jun 29, 2026 |
|---|
| Spoken Question Answering | 47 | 22 | Jul 8, 2026 |
|---|
| Document Question Answering | 46 | 44 | Jun 30, 2026 |
|---|
| Scientific Question Answering | 44 | 75 | Jul 9, 2026 |
|---|
| General Question Answering | 43 | 27 | Jun 30, 2026 |
|---|
| Audio-Visual Question Answering | 42 | 46 | Jul 8, 2026 |
|---|
| Document Visual Question Answering | 42 | 131 | Jul 7, 2026 |
|---|
| Extractive Question Answering | 41 | 18 | Jun 29, 2026 |
|---|
| Open-ended Question Answering | 41 | 25 | Jun 4, 2026 |
|---|