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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 |
|---|---|---|---|---|
| Cough Activity Detection | 2 | 1 | Mar 13, 2026 | |
| Object-Centric Representation Learning | 2 | 1 | Mar 13, 2026 | |
| Lasso path computation | 2 | 1 | Feb 18, 2026 | |
| TB classification | 2 | 1 | Mar 13, 2026 | |
| Commonsense Causal Reasoning | 2 | 3 | May 25, 2026 | |
| Extractive-style Machine Reading Comprehension | 2 | 1 | Feb 18, 2026 | |
| PDE Solving (Rayleigh-Bénard convection) | 2 | 1 | Feb 18, 2026 | |
| Fluid dynamics modeling | 2 | 2 | Apr 16, 2026 | |
| Fluid-solid interaction modeling | 2 | 1 | Feb 18, 2026 | |
| Specialist Policy Evaluation |
| 2 |
| 1 |
| Mar 13, 2026 |
| Image Semantic Embedding | 2 | 1 | Feb 18, 2026 |
|---|
| Map-view Semantic Segmentation | 2 | 2 | Feb 18, 2026 |
|---|
| kNN search accuracy | 2 | 2 | Jun 9, 2026 |
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| Domain Deep Research Tool Use | 2 | 1 | Mar 13, 2026 |
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| Dual-arm motion planning | 2 | 1 | Mar 13, 2026 |
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| OOD Quality Estimation | 2 | 1 | Feb 18, 2026 |
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| Simple Assembly Line Balancing Problem | 2 | 1 | Mar 13, 2026 |
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| Offline OOD Detection | 2 | 1 | Feb 18, 2026 |
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| Graph-Clear Problem | 2 | 1 | Mar 13, 2026 |
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| Segment Classification | 2 | 1 | Feb 18, 2026 |
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| Indoor Object Detection | 2 | 2 | Feb 18, 2026 |
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| Board state reconstruction | 2 | 1 | Feb 18, 2026 |
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| Action & Motion Recognition | 2 | 1 | Mar 13, 2026 |
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| Drug-cell response classification | 2 | 1 | Mar 13, 2026 |
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| Mobile App Task Execution | 2 | 1 | Mar 13, 2026 |
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