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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 |
|---|---|---|---|---|
| Multi-step navigation and information location | 2 | 1 | Mar 17, 2026 | |
| Prompt Selection | 2 | 2 | Mar 23, 2026 | |
| Compliance Classification | 2 | 2 | May 25, 2026 | |
| Dynamic Manipulation | 2 | 3 | Jul 7, 2026 | |
| Sequence Tagging | 2 | 3 | Jun 16, 2026 | |
| 3D lithography mask simulation | 2 | 1 | Mar 17, 2026 | |
| 2D lithography mask simulation | 2 | 1 | Mar 17, 2026 | |
| Loosely controlled table-to-text generation | 2 | 1 | Feb 18, 2026 | |
| Video-based Facial Expression Recognition | 2 | 2 | Feb 18, 2026 |
| Variable Misuse Detection | 2 | 1 | Feb 18, 2026 |
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| Chinese Grammatical Error Correction | 2 | 1 | Feb 18, 2026 |
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| Vascular Skeleton Extraction | 2 | 1 | Mar 17, 2026 |
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| Anti-customization | 2 | 2 | Mar 18, 2026 |
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| Cross-View Object Geo-Localization | 2 | 1 | Mar 17, 2026 |
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| Few-shot embedding induction | 2 | 1 | Feb 18, 2026 |
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| Backdoor Re-activation Attack | 2 | 1 | Feb 18, 2026 |
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| Disaster Severity Classification | 2 | 2 | Mar 24, 2026 |
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| Endoscopic scene reconstruction | 2 | 1 | Feb 18, 2026 |
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| Speech-to-Singing conversion | 2 | 1 | Feb 18, 2026 |
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| Cross-View Object Geo-Localization (Drone → Satellite) | 2 | 1 | Mar 17, 2026 |
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| Raster-to-SVG conversion | 2 | 2 | Jun 1, 2026 |
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| Tensile strength prediction | 2 | 1 | Feb 21, 2026 |
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| Glass detection | 2 | 2 | Jun 11, 2026 |
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| Poison Defense | 2 | 1 | Feb 18, 2026 |
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| Pull Tissue | 2 | 2 | Jun 17, 2026 |
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