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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 |
|---|---|---|---|---|
| Object Visual Question Answering (Multiple Choice) | 2 | 1 | Feb 20, 2026 | |
| Online Video Question Answering | 2 | 2 | Apr 24, 2026 | |
| Episodic-memory Question Answering | 2 | 1 | Feb 20, 2026 | |
| Ethics Question Answering | 2 | 1 | Feb 22, 2026 | |
| Event Question Answering | 2 | 1 | Feb 19, 2026 | |
| Event-based Video Question Answering | 2 | 1 | Feb 20, 2026 | |
| OCR Visual Question Answering | 2 | 8 | Jun 23, 2026 | |
| Binary Question Answering | 2 | 2 | Jul 7, 2026 | |
| Common Sense Reasoning and Question Answering |
|---|
| 2 |
| 2 |
| Mar 27, 2026 |
| 3D Scene Question Answering | 2 | 1 | Feb 20, 2026 |
|---|
| Agentic Trajectory Question Answering | 2 | 1 | Jun 4, 2026 |
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| Extractive Question Answering for Causal Relations | 2 | 1 | Jun 29, 2026 |
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| Fact-seeking Question Answering | 2 | 2 | Mar 17, 2026 |
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| Multiple-choice Audio Question Answering | 2 | 1 | Feb 18, 2026 |
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| Complex Question Answering | 2 | 2 | May 22, 2026 |
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| Multimodal Search-based Question Answering | 2 | 5 | Jun 30, 2026 |
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| Music Question Answering | 2 | 2 | Jun 24, 2026 |
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| Multiple Choice Question Answering and Reasoning | 2 | 2 | Jun 4, 2026 |
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| Multimodal Question Answering and Understanding | 2 | 2 | Apr 13, 2026 |
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| Few-shot Visual Question Answering | 2 | 1 | Mar 4, 2026 |
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| Multi-step Question Answering | 2 | 1 | Feb 19, 2026 |
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| Contextual Robustness Question Answering | 2 | 1 | Feb 18, 2026 |
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| Financial Table Question Answering | 2 | 1 | Apr 24, 2026 |
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| Multi-session Conversation Question Answering | 2 | 2 | Jun 16, 2026 |
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| Broad Knowledge Question Answering | 2 | 1 | Apr 14, 2026 |
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