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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 |
|---|---|---|---|---|
| Long-Document Question Answering | 5 | 2 | Apr 27, 2026 | |
| Privilege Escalation Detection | 5 | 1 | May 18, 2026 | |
| Instance-level Evaluation | 5 | 1 | Feb 18, 2026 | |
| Video deblocking | 5 | 2 | Feb 18, 2026 | |
| Entity Matching Blocking | 5 | 1 | Feb 18, 2026 | |
| Document-level Event Extraction | 5 | 4 | Feb 18, 2026 | |
| Ski Rental Problem | 5 | 1 | Apr 1, 2026 | |
| Vision Reasoning | 5 | 2 | May 19, 2026 | |
| Astronaut Photography Localization | 5 | 1 |
| Mar 31, 2026 |
| Competitive Coding | 5 | 1 | Feb 18, 2026 |
|---|
| Function Prediction | 5 | 2 | Jun 23, 2026 |
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| Parallel Grasping | 5 | 1 | Feb 21, 2026 |
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| Image Stylization | 5 | 4 | Apr 13, 2026 |
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| Atomic model building | 5 | 2 | May 12, 2026 |
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| 3D Head Avatar Reconstruction | 5 | 7 | May 6, 2026 |
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| Glass Transition Temperature Prediction | 5 | 2 | May 27, 2026 |
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| Cart-pole stabilization with wall interaction | 5 | 1 | Feb 21, 2026 |
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| Multiway point cloud registration | 5 | 1 | Feb 18, 2026 |
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| Visual generation | 5 | 5 | Jun 24, 2026 |
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| Image Classification (Inference) | 5 | 2 | Apr 2, 2026 |
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| Vacuum Grasping | 5 | 1 | Feb 21, 2026 |
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| Asynchronous planning | 5 | 2 | Jun 2, 2026 |
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| STEM Question Answering | 5 | 5 | Jun 11, 2026 |
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| StackCube | 5 | 5 | Jul 2, 2026 |
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| Text reconstruction from gradients | 5 | 5 | Apr 9, 2026 |
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