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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 |
|---|---|---|---|---|
| Pathology Visual Question Answering | 4 | 2 | Jun 17, 2026 | |
| Navigation Visual Question Answering | 4 | 2 | Jun 25, 2026 | |
| Incomplete Knowledge Graph Question Answering | 4 | 1 | Jun 16, 2026 | |
| Numerical Question Answering | 4 | 5 | Apr 7, 2026 | |
| 3D/4D Visual Question Answering | 4 | 1 | Feb 20, 2026 | |
| Global Question Answering | 4 | 1 | Apr 21, 2026 | |
| Vision Question Answering | 4 | 4 | May 26, 2026 | |
| Travel-Oriented Multi-label Question Answering | — | 4 | 1 | Jun 30, 2026 |
| 4 |
| 1 |
| Apr 23, 2026 |
| Spoken Question Answering Retrieval | 4 | 1 | Apr 14, 2026 |
|---|
| Software Engineering Question Answering | 4 | 2 | May 18, 2026 |
|---|
| Contextual Question Answering | 4 | 1 | May 28, 2026 |
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| Simple Question Answering | 4 | 3 | Jun 30, 2026 |
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| Multi-hop Open-domain Question Answering | 4 | 1 | Feb 18, 2026 |
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| Short Answer Question Answering | 4 | 5 | Jun 12, 2026 |
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| Sensor Question Answering | 4 | 1 | Mar 13, 2026 |
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| Chart-based Question Answering | 4 | 6 | Jun 24, 2026 |
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| DeepSearch Question Answering | 3 | 1 | Jun 11, 2026 |
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| Diagram Question Answering | 3 | 68 | Jul 7, 2026 |
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| Retrieval-based Question Answering | 3 | 3 | Jun 24, 2026 |
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| Real-world Visual Question Answering | 3 | 25 | Jul 7, 2026 |
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| Document Based Question Answering | 3 | 3 | May 25, 2026 |
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| Long-horizon memory Question Answering | 3 | 2 | May 29, 2026 |
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| Long-form Question Answering refinement | 3 | 1 | Feb 18, 2026 |
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| Document-oriented Visual Question Answering | 3 | 10 | Apr 21, 2026 |
|---|