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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-modal Multiple Choice Question Answering | 1 | 1 | Mar 23, 2026 | |
| Multi-modal Visual Question Answering | 1 | 1 | Feb 18, 2026 | |
| List-based Question Answering with Citations | 1 | 1 | Feb 18, 2026 | |
| Multi-page Memory-based Question Answering | 1 | 1 | Jun 12, 2026 | |
| Referential Question Answering | 1 | 1 | Feb 18, 2026 | |
| Multi-page Question Answering | 1 | 1 | Jun 12, 2026 | |
| Compositional Question Answering | 1 | 1 | Feb 20, 2026 | |
| Factual code question answering | 1 | 1 |
| Feb 19, 2026 |
| Multi-page Visual Question Answering | 1 | 1 | Jun 12, 2026 |
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| Multi-party Dialogue Question Answering | 1 | 1 | Apr 15, 2026 |
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| Compositional Visual Question Answering | 1 | 1 | Feb 18, 2026 |
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| Factuality-based Question Answering | 1 | 1 | Feb 18, 2026 |
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| Retrieval-style Question Answering | 1 | 1 | Apr 30, 2026 |
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| Long Answer Question Answering | 1 | 3 | Feb 18, 2026 |
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| Multi-step Reasoning Question Answering | 1 | 1 | Apr 14, 2026 |
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| Clinical Visual Question Answering | 1 | 1 | Jun 16, 2026 |
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| Context Compression for Question Answering | 1 | 1 | Mar 11, 2026 |
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| Figure Visual Question Answering | 1 | 2 | Feb 18, 2026 |
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| Multi-task Graph-based Question Answering and Generation | 1 | 1 | Feb 22, 2026 |
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| Fill-in-the-blank Question Answering | 1 | 1 | Apr 21, 2026 |
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| 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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