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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 |
|---|---|---|---|---|
| Episodic Memory Embodied Question Answering | 1 | 1 | Jun 24, 2026 | |
| Motion-based Question Answering | 1 | 1 | Feb 18, 2026 | |
| Episodic Memory Question Answering (Egocentric pixel) | 1 | 1 | Feb 18, 2026 | |
| Movie Question Answering | 1 | 1 | Feb 18, 2026 | |
| Episodic Memory Question Answering (Top-down map) | 1 | 1 | Feb 18, 2026 | |
| Multi-Doc Question Answering | 1 | 1 | May 12, 2026 | |
| Multi-Image Fine-Grained Question Answering | 1 | 1 | Feb 20, 2026 | |
| Multi-Image Question Answering | 1 | 1 |
| Mar 31, 2026 |
| Behavior Question Answering | 1 | 1 | May 12, 2026 |
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| Code-Switched Question Answering | 1 | 1 | Jun 19, 2026 |
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| Multi-Modal Long Document Question Answering | 1 | 2 | Jun 8, 2026 |
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| Coding Question Answering | 1 | 1 | Mar 23, 2026 |
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| Multi-answer Question Answering (Sets) | 1 | 1 | Feb 21, 2026 |
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| Multi-audio Multiple-choice Question Answering | 1 | 1 | Mar 11, 2026 |
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| Panoramic Visual Question Answering | 1 | 1 | Mar 11, 2026 |
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| Multi-chart Question Answering | 1 | 1 | Apr 24, 2026 |
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| Event-based Visual Question Answering | 1 | 1 | Feb 20, 2026 |
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| Multi-choice Medical Question Answering | 1 | 1 | Mar 4, 2026 |
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| College-level Multimodal Question Answering | 1 | 1 | Feb 18, 2026 |
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| Multi-choice Spatial Question Answering | 1 | 1 | Feb 20, 2026 |
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| Multi-disciplinary Visual Question Answering | 1 | 2 | Feb 18, 2026 |
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| 3D Medical Visual Question Answering | 1 | 1 | Jun 11, 2026 |
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| Explanatory Visual Question Answering | 1 | 1 | May 6, 2026 |
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| Multi-domain Question Answering | 1 | 1 | Feb 20, 2026 |
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| Binary Question Answering (Yes/No) | 1 | 1 | Mar 17, 2026 |
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