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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 |
|---|---|---|---|---|
| Citation-aware Question Answering | 2 | 1 | Feb 24, 2026 | |
| Dialogue-based Multiple-choice Question Answering | 2 | 4 | Feb 18, 2026 | |
| Citation-based Question Answering | 2 | 1 | Feb 18, 2026 | |
| Direct Answer Visual Question Answering | 2 | 4 | Apr 2, 2026 | |
| Knowledge-aware Visual Question Answering | 2 | 1 | Feb 18, 2026 | |
| Quantitative Spatial Visual Question Answering | 2 | 1 | Mar 27, 2026 | |
| Knowledge-to-action question answering | 2 | 1 | Apr 10, 2026 | |
| Question Answering Utility Evaluation |
| 2 |
| 1 |
| Feb 19, 2026 |
| Physical Interaction Question Answering | 2 | 37 | Jul 2, 2026 |
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| Language Modeling and Question Answering | 2 | 2 | Feb 24, 2026 |
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| Language Understanding and Question Answering | 2 | 2 | Jul 2, 2026 |
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| Pathological Visual Question Answering | 2 | 1 | Mar 23, 2026 |
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| Open-formed Audio Question Answering | 2 | 1 | Mar 30, 2026 |
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| List-based question answering | 2 | 1 | Feb 18, 2026 |
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| Open-ended Audio Question Answering | 2 | 1 | Feb 18, 2026 |
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| Open-ended Chart Question Answering | 2 | 2 | Feb 18, 2026 |
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| Open-Domain Conversational Question Answering | 2 | 1 | Feb 18, 2026 |
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| Long Multi-session Question Answering | 2 | 1 | Jun 11, 2026 |
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| Open-ended Medical Visual Question Answering | 2 | 1 | Mar 17, 2026 |
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| Active embodied question answering | 2 | 2 | Jun 11, 2026 |
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| Clinical contextual question answering | 2 | 1 | Mar 30, 2026 |
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| Downstream Question Answering | 2 | 1 | Apr 13, 2026 |
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| Open Table-and-Text Question Answering | 2 | 2 | Feb 18, 2026 |
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| Online Video Question Answering | 2 | 2 | Apr 24, 2026 |
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| Driving Video Multi-Choice Question Answering | 2 | 1 | Feb 23, 2026 |
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