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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 |
|---|---|---|---|---|
| Driving Video Question Answering | 2 | 1 | Apr 23, 2026 | |
| Pathological Visual Question Answering | 2 | 1 | Mar 23, 2026 | |
| Audio-language Question Answering | 2 | 1 | Jun 15, 2026 | |
| ECG Question Answering | 2 | 3 | May 29, 2026 | |
| Long-form Question Answering with Citations | 2 | 3 | Feb 18, 2026 | |
| Open-formed Audio Question Answering | 2 | 1 | Mar 30, 2026 | |
| Open-ended Chart Question Answering | 2 | 2 | Feb 18, 2026 | |
| Open-ended Audio Question Answering | 2 | 1 | Feb 18, 2026 |
| Open-Domain Conversational Question Answering | 2 | 1 | Feb 18, 2026 |
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| Egocentric Question Answering | 2 | 2 | Jul 2, 2026 |
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| Aerial Visual Question Answering | 2 | 2 | Apr 21, 2026 |
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| Online Video Question Answering | 2 | 2 | Apr 24, 2026 |
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| Closed-ended Visual Question Answering | 2 | 1 | Feb 22, 2026 |
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| Open-ended Medical Visual Question Answering | 2 | 1 | Mar 17, 2026 |
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| Object Visual Question Answering (Open Ended) | 2 | 1 | Feb 20, 2026 |
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| Object Visual Question Answering (Multiple Choice) | 2 | 1 | Feb 20, 2026 |
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| Open Table-and-Text Question Answering | 2 | 2 | Feb 18, 2026 |
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| OCR Visual Question Answering | 2 | 8 | Jun 23, 2026 |
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| Music Question Answering | 2 | 2 | Jun 24, 2026 |
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| Multiple-choice Audio Question Answering | 2 | 1 | Feb 18, 2026 |
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| Multiple Choice Question Answering and Reasoning | 2 | 2 | Jun 4, 2026 |
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| Natural Language Question Answering | 2 | 1 | Feb 18, 2026 |
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| Episodic-memory Question Answering | 2 | 1 | Feb 20, 2026 |
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| Ethics Question Answering | 2 | 1 | Feb 22, 2026 |
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| Event Question Answering | 2 | 1 | Feb 19, 2026 |
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