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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 |
|---|---|---|---|---|
| Respiratory Failure Prediction | 4 | 2 | Feb 21, 2026 | |
| Regression-based molecular property prediction | 4 | 1 | Feb 18, 2026 | |
| Node-level regression | 4 | 2 | Mar 18, 2026 | |
| Numerical Optimization of Vandermonde Arithmetic | 4 | 1 | Feb 21, 2026 | |
| Risky sample generation | 4 | 1 | Feb 21, 2026 | |
| Composite Interception | 4 | 1 | Mar 31, 2026 | |
| World Coordinate 3D Point Tracking on Dynamic Points | 4 | 1 | Mar 31, 2026 | |
| Risky Sample Transferability | 4 | 1 | Feb 21, 2026 | |
| 4 |
| 1 |
| Mar 31, 2026 |
| Unconditional modeling | 4 | 2 | Apr 1, 2026 |
|---|
| Stain Translation | 4 | 2 | Feb 18, 2026 |
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| Single Domain Generalization | 4 | 4 | Jun 23, 2026 |
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| Damage Detection | 4 | 2 | Mar 31, 2026 |
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| Reference-guided image synthesis | 4 | 3 | Feb 18, 2026 |
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| Predictive process monitoring | 4 | 1 | Mar 31, 2026 |
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| Cryptic Crossword Solving | 4 | 1 | Feb 18, 2026 |
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| Biophysical variable prediction | 4 | 1 | Feb 21, 2026 |
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| Object Change Proposal | 4 | 1 | Feb 18, 2026 |
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| Single Objective Optimization | 4 | 2 | May 6, 2026 |
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| Scientific Paper Writing | 4 | 1 | Mar 31, 2026 |
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| Surgical action recognition | 4 | 3 | Mar 24, 2026 |
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| Time-point interpolation | 4 | 1 | Feb 18, 2026 |
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| Shaft Power Prediction | 4 | 1 | Feb 21, 2026 |
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| Aerodynamic flow field prediction | 4 | 1 | Feb 21, 2026 |
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| Distributional Matching | 4 | 1 | Feb 18, 2026 |
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