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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 |
|---|---|---|---|---|
| Instruction Following and Open-ended question answering | 1 | 1 | May 28, 2026 | |
| Physics Question Answering | 1 | 1 | Apr 15, 2026 | |
| Multi-chart Question Answering | 1 | 1 | Apr 24, 2026 | |
| Descriptive Visual Question Answering | 1 | 1 | Mar 16, 2026 | |
| Event-based Visual Question Answering | 1 | 1 | Feb 20, 2026 | |
| Multi-choice Medical Question Answering | 1 | 1 | Mar 4, 2026 | |
| College-level Multimodal Question Answering | 1 | 1 | Feb 18, 2026 | |
| Multi-choice Spatial Question Answering | 1 | 1 | Feb 20, 2026 | |
| Multi-disciplinary Visual Question Answering |
|---|
| 1 |
| 2 |
| Feb 18, 2026 |
| 3D Medical Visual Question Answering | 1 | 1 | Jun 11, 2026 |
|---|
| 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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| External Knowledge-dependent Image Question Answering | 1 | 3 | Mar 24, 2026 |
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| Multi-engineering Question Answering | 1 | 1 | Jul 7, 2026 |
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| Audio Multiple-Choice Question Answering | 1 | 1 | Mar 10, 2026 |
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| Commonsense Reasoning and Knowledge Question Answering | 1 | 1 | Feb 27, 2026 |
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| Multi-hop Multiple-choice Question Answering | 1 | 1 | Mar 5, 2026 |
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| Multi-hop dynamic question answering | 1 | 1 | Jun 18, 2026 |
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| Fact-based Question Answering | 1 | 2 | Jun 5, 2026 |
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| 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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| 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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