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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 |
|---|---|---|---|---|
| Multi-step Reasoning Question Answering | 1 | 1 | Apr 14, 2026 | |
| Science Visual Question Answering | 1 | 1 | Apr 13, 2026 | |
| Domain-Specific Visual Question Answering | 1 | 1 | Apr 21, 2026 | |
| Science and Knowledge Question Answering | 1 | 1 | Mar 24, 2026 | |
| Context Compression for Question Answering | 1 | 1 | Mar 11, 2026 | |
| Figure Visual Question Answering | 1 | 2 | Feb 18, 2026 | |
| Multi-task Graph-based Question Answering and Generation | 1 | 1 | Feb 22, 2026 | |
| Fill-in-the-blank Question Answering | 1 | 1 |
| Apr 21, 2026 |
| 4D Object Question Answering | 1 | 1 | Feb 19, 2026 |
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| Agricultural Question Answering | 1 | 1 | Mar 10, 2026 |
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| Multi-turn Conversational Question Answering | 1 | 1 | May 20, 2026 |
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| Fill-in-the-blank Video Question Answering | 1 | 1 | Feb 27, 2026 |
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| Multi-turn Question Answering | 1 | 1 | Apr 8, 2026 |
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| Search-based Visual Question Answering | 1 | 1 | May 13, 2026 |
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| Audio-dependent question answering | 1 | 1 | Jun 23, 2026 |
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| Fill-in-the-blank Visual Question Answering | 1 | 1 | Feb 18, 2026 |
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| Multi-turn Video Question Answering | 1 | 1 | Mar 24, 2026 |
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| Finance Question Answering | 1 | 1 | Jun 15, 2026 |
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| Multi-view Driving Question Answering | 1 | 1 | Apr 23, 2026 |
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| Multilingual Extractive Question Answering | 1 | 1 | May 12, 2026 |
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| Financial Chart Question Answering | 1 | 1 | Feb 18, 2026 |
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| Multilingual Knowledge Question Answering | 1 | 1 | Jun 1, 2026 |
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| Brain Question Answering | 1 | 1 | May 29, 2026 |
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| Financial Document Question Answering | 1 | 1 | Apr 7, 2026 |
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| Multilingual Medical Question Answering | 1 | 1 | Feb 18, 2026 |
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