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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 |
|---|---|---|---|---|
| Fluid motion estimation | 9 | 1 | Feb 27, 2026 | |
| Video Representation | 9 | 5 | Apr 14, 2026 | |
| Combinatorial Auctions | 9 | 2 | May 29, 2026 | |
| domain-specific question answering | 9 | 3 | Apr 2, 2026 | |
| Image-to-Image Editing | 9 | 4 | Jun 8, 2026 | |
| Surgical Video Question Answering | 9 | 4 | Jun 17, 2026 | |
| Human move prediction | 9 | 2 | May 20, 2026 | |
| Asymmetric Traveling Salesman Problem | 9 | 5 | May 26, 2026 | |
| Web Task Completion | 9 | 3 | Jun 2, 2026 |
| Human Performance Rendering | 9 | 1 | Feb 18, 2026 |
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| Behavior Abstraction Detection | 9 | 1 | Feb 22, 2026 |
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| Evolutionary Multi-Task Optimization | 9 | 1 | Apr 1, 2026 |
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| Scene Understanding | 9 | 6 | Apr 13, 2026 |
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| Multiple-Choice Classification | 9 | 8 | Jun 26, 2026 |
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| Illuminant Estimation | 9 | 5 | Jun 15, 2026 |
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| Force-conditioned Video Generation | 9 | 2 | Jun 8, 2026 |
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| Graph Question Answering | 9 | 6 | Jun 5, 2026 |
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| Heterogeneous Treatment Effect Estimation | 9 | 4 | Jul 7, 2026 |
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| Compiler phase ordering | 9 | 1 | Feb 18, 2026 |
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| 3D Object Retrieval | 9 | 2 | Apr 23, 2026 |
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| Multi-label class-incremental learning | 9 | 2 | Mar 9, 2026 |
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| Breast cancer detection | 9 | 4 | Feb 21, 2026 |
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| DR Grading | 9 | 5 | Feb 20, 2026 |
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| Task 2 | 9 | 7 | Jul 8, 2026 |
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| Grounding segmentation | 9 | 1 | Feb 18, 2026 |
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