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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 |
|---|---|---|---|---|
| Motion Question Answering | 5 | 4 | Jun 23, 2026 | |
| Memory Question Answering | 5 | 3 | Jun 18, 2026 | |
| Multi-document Multi-entity Question Answering | 5 | 1 | Mar 13, 2026 | |
| Medical Visual Question Answering (Multiple-choice) | 5 | 2 | May 12, 2026 | |
| Expert Question Answering | 5 | 2 | Jun 4, 2026 | |
| Vision-Language Question Answering | 5 | 3 | Jun 11, 2026 | |
| Long-form Video Question Answering | 5 | 6 | Jun 19, 2026 | |
| Chart Visual Question Answering |
| 5 |
| 4 |
| Jun 11, 2026 |
| Fact-based Visual Question Answering | 5 | 7 | Jul 7, 2026 |
|---|
| Attributed Question Answering | 4 | 3 | Apr 28, 2026 |
|---|
| Long-context Visual Question Answering | 4 | 2 | Apr 6, 2026 |
|---|
| Numerical Question Answering | 4 | 5 | Apr 7, 2026 |
|---|
| Navigation Visual Question Answering | 4 | 2 | Jun 25, 2026 |
|---|
| Out-of-distribution Question Answering | 4 | 1 | Jun 4, 2026 |
|---|
| Log Question Answering | 4 | 1 | May 19, 2026 |
|---|
| Direct Question Answering | 4 | 1 | May 28, 2026 |
|---|
| Story Question Answering | 4 | 1 | Apr 23, 2026 |
|---|
| Driving Question Answering | 4 | 3 | Jul 7, 2026 |
|---|
| Closed Visual Question Answering | 4 | 1 | Mar 10, 2026 |
|---|
| Software Engineering Question Answering | 4 | 2 | May 18, 2026 |
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| Incomplete Knowledge Graph Question Answering | 4 | 1 | Jun 16, 2026 |
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| Global Question Answering | 4 | 1 | Apr 21, 2026 |
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| Embodied Spatial Question Answering | 4 | 1 | Jul 7, 2026 |
|---|
| Spoken Question Answering Retrieval | 4 | 1 | Apr 14, 2026 |
|---|
| Simple Question Answering | 4 | 3 | Jun 30, 2026 |
|---|