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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 |
|---|---|---|---|---|
| Binary Question Answering (Yes/No) | 1 | 1 | Mar 17, 2026 | |
| External Knowledge-dependent Image Question Answering | 1 | 3 | Mar 24, 2026 | |
| Multi-engineering Question Answering | 1 | 1 | Jul 7, 2026 | |
| Question Answering NLI | 1 | 1 | Feb 18, 2026 | |
| Commonsense Reasoning and Knowledge Question Answering | 1 | 1 | Feb 27, 2026 | |
| Multi-hop Multiple-choice Question Answering | 1 | 1 | Mar 5, 2026 | |
| Multi-hop dynamic question answering | 1 | 1 | Jun 18, 2026 | |
| Fact-based Question Answering | 1 | 2 |
| Jun 5, 2026 |
| Multi-hop reasoning Knowledge Base Question Answering | 1 | 2 | Apr 15, 2026 |
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| Commonsense Reasoning and Question Answering | 1 | 1 | May 15, 2026 |
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| Multi-hop retrieval question answering | 1 | 1 | Feb 18, 2026 |
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| Question Answering over Tables and Text | 1 | 1 | Mar 9, 2026 |
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| Question Answering with Unanswerable Questions | 1 | 1 | Feb 18, 2026 |
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| Fact-driven Question Answering | 1 | 1 | May 22, 2026 |
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| Multi-image Multi-modal Question Answering | 1 | 1 | Apr 8, 2026 |
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| Multi-modal Multi-span Medical Question Answering | 1 | 1 | Jun 30, 2026 |
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| Aggregate Audio Question Answering | 1 | 1 | May 20, 2026 |
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| Multi-modal Multiple Choice Question Answering | 1 | 1 | Mar 23, 2026 |
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| Multi-modal Visual Question Answering | 1 | 1 | Feb 18, 2026 |
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| Multi-page Memory-based Question Answering | 1 | 1 | Jun 12, 2026 |
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| Multi-page Question Answering | 1 | 1 | Jun 12, 2026 |
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| Compositional Question Answering | 1 | 1 | Feb 20, 2026 |
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| Factual code question answering | 1 | 1 | Feb 19, 2026 |
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| 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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