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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 |
|---|---|---|---|---|
| E-commerce Knowledge Question Answering | 1 | 1 | Mar 18, 2026 | |
| Long-form Ambiguous Question Answering | 1 | 1 | Apr 21, 2026 | |
| E-commerce Review-based Question Answering | 1 | 1 | May 13, 2026 | |
| Closed-Ended Question Answering | 1 | 1 | Feb 18, 2026 | |
| EHR-based clinical information retrieval and question answering | 1 | 1 | May 20, 2026 | |
| Long-form Spoken Question Answering | 1 | 1 | Apr 14, 2026 | |
| Edit Inspectors Question Answering | 1 | 1 | Feb 18, 2026 | |
| Audiovisual Question Answering |
| 1 |
| 2 |
| Apr 21, 2026 |
| Edited Visual Question Answering | 1 | 1 | May 25, 2026 |
|---|
| Long-term Conversation Question Answering | 1 | 1 | May 21, 2026 |
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| Long-term Question Answering | 1 | 1 | Mar 5, 2026 |
|---|
| Egocentric Video Question Answering | 1 | 1 | Feb 18, 2026 |
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| Long-term memory conversation-based question answering | 1 | 1 | Jun 16, 2026 |
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| Augmented Knowledge-based Visual Question Answering | 1 | 1 | Mar 16, 2026 |
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| Egocentric Visual Question Answering | 1 | 1 | Mar 16, 2026 |
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| Long-text Question Answering | 1 | 1 | Mar 13, 2026 |
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| Embodied Pointing and Visual Question Answering | 1 | 1 | Jun 12, 2026 |
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| Mathematics & Science Question Answering | 1 | 1 | Jun 4, 2026 |
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| Mathematics Question Answering | 1 | 1 | Feb 20, 2026 |
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| Medical Dialogue Question Answering | 1 | 1 | Feb 18, 2026 |
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| Embodied Question Answering and Decision Making | 1 | 1 | May 26, 2026 |
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| Medical Difference Visual Question Answering | 1 | 1 | Mar 6, 2026 |
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| Embodied Reasoning and Question Answering | 1 | 6 | Jul 7, 2026 |
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| Augmented Visual Question Answering | 1 | 1 | Feb 18, 2026 |
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| Closed-form Medical Question Answering | 1 | 1 | Jun 2, 2026 |
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