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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 |
|---|---|---|---|---|
| List-based Question Answering with Citations | 1 | 1 | Feb 18, 2026 | |
| Audio-Video Question Answering | 1 | 2 | Feb 18, 2026 | |
| Document Visual Question Answering Generation | 1 | 1 | May 25, 2026 | |
| Location Question Answering | 1 | 1 | Apr 15, 2026 | |
| Document-grounded Question Answering | 1 | 1 | Feb 19, 2026 | |
| Logical Reasoning Question Answering | 1 | 2 | Apr 28, 2026 | |
| Long Answer Question Answering | 1 | 3 | Feb 18, 2026 | |
| Clinical Visual Question Answering | 1 | 1 | Jun 16, 2026 |
| Document-level Visual Question Answering | 1 | 1 | Jun 30, 2026 |
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| Long Audio-Video Question Answering | 1 | 2 | Feb 20, 2026 |
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| Long Dependency Question Answering | 1 | 3 | Apr 14, 2026 |
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| Domain Shift Extractive Question Answering | 1 | 1 | Feb 24, 2026 |
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| Long Question Answering | 1 | 1 | Apr 20, 2026 |
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| Domain-Specific Visual Question Answering | 1 | 1 | Apr 21, 2026 |
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| Long-Horizon Analytical Question Answering | 1 | 1 | Jun 17, 2026 |
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| Long-Memory Question Answering | 1 | 3 | May 6, 2026 |
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| Audio-dependent question answering | 1 | 1 | Jun 23, 2026 |
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| Close-ended Spoken Question Answering | 1 | 1 | Mar 10, 2026 |
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| Long-context Multiple Choice Question Answering | 1 | 1 | Jul 3, 2026 |
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| Long-context Open-book Question Answering and Summarization | 1 | 1 | Feb 18, 2026 |
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| Closed Question Answering | 1 | 1 | Feb 18, 2026 |
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| Driving Visual Question Answering | 1 | 2 | Jul 7, 2026 |
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| Long-conversation Question Answering | 1 | 1 | May 13, 2026 |
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| Advanced Question Answering | 1 | 1 | Mar 10, 2026 |
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| Long-document and Multi-hop Question Answering | 1 | 1 | Jun 11, 2026 |
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