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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 |
|---|---|---|---|---|
| Task Adaptation | 4 | 2 | Feb 18, 2026 | |
| Composite Interception | 4 | 1 | Mar 31, 2026 | |
| RUL Forecasting | 4 | 1 | Feb 21, 2026 | |
| Medical Video Object Segmentation | 4 | 1 | Feb 18, 2026 | |
| Nonconvex Optimization | 4 | 3 | Jun 5, 2026 | |
| World Coordinate 3D Point Tracking on Dynamic Points | 4 | 1 | Mar 31, 2026 | |
| Deformable object simulation | 4 | 1 | Feb 21, 2026 | |
| Thoracic Disease Classification | 4 | 17 | Jun 4, 2026 | |
| Single Objective Optimization |
| 4 |
| 2 |
| May 6, 2026 |
| Scientific Paper Writing | 4 | 1 | Mar 31, 2026 |
|---|
| Hurst estimation | 4 | 1 | Feb 21, 2026 |
|---|
| Multi-object Navigation | 4 | 2 | Mar 31, 2026 |
|---|
| Predictive process monitoring | 4 | 1 | Mar 31, 2026 |
|---|
| Distribution Generation | 4 | 1 | Feb 18, 2026 |
|---|
| Muscle fatigue recognition | 4 | 1 | Mar 31, 2026 |
|---|
| Implicit Representation | 4 | 1 | Feb 21, 2026 |
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| Image-Language Understanding | 4 | 2 | Feb 19, 2026 |
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| Layout Detection | 4 | 4 | Jun 9, 2026 |
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| Video Dehazing | 4 | 2 | May 13, 2026 |
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| Multi-mention reading comprehension | 4 | 1 | Feb 18, 2026 |
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| Distributional Prediction | 4 | 3 | Apr 10, 2026 |
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| Exemplar-based 3D Generation | 4 | 1 | Feb 18, 2026 |
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| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
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| Pairwise Preference Comparison | 4 | 3 | May 29, 2026 |
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| Logical deduction | 4 | 4 | May 21, 2026 |
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