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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 |
|---|---|---|---|---|
| scRNA-seq clustering | 4 | 1 | Feb 18, 2026 | |
| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 | |
| Battery SoH Prediction | 4 | 1 | Feb 21, 2026 | |
| scRNA-seq integration | 4 | 1 | Feb 18, 2026 | |
| Graph-level Tasks | 4 | 2 | Feb 27, 2026 | |
| 3D Character Generation | 4 | 3 | Feb 20, 2026 | |
| Composite Interception | 4 | 1 | Mar 31, 2026 | |
| Hurst estimation | 4 | 1 | Feb 21, 2026 | |
| Deformable object simulation |
| 4 |
| 1 |
| Feb 21, 2026 |
| Spoofing Attack Detection | 4 | 6 | Jul 1, 2026 |
|---|
| World Coordinate 3D Point Tracking on Dynamic Points | 4 | 1 | Mar 31, 2026 |
|---|
| Short Answer Question Answering | 4 | 5 | Jun 12, 2026 |
|---|
| Single Objective Optimization | 4 | 2 | May 6, 2026 |
|---|
| Single Image Desnowing | 4 | 1 | Feb 18, 2026 |
|---|
| RGB point cloud generation | 4 | 1 | Mar 31, 2026 |
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| Individualized Decision Rule Estimation | 4 | 1 | Feb 18, 2026 |
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| Fix-and-optimize | 4 | 1 | Feb 18, 2026 |
|---|
| Local branching | 4 | 1 | Feb 18, 2026 |
|---|
| Nonconvex Optimization | 4 | 3 | Jun 5, 2026 |
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| Predictive process monitoring | 4 | 1 | Mar 31, 2026 |
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| Distributional Prediction | 4 | 3 | Apr 10, 2026 |
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| Node Embedding Learning | 4 | 2 | Feb 18, 2026 |
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| ODRL generation | 4 | 1 | Feb 21, 2026 |
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| IFR Event Detection | 4 | 1 | Feb 21, 2026 |
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| Mirror Detection | 4 | 3 | Feb 25, 2026 |
|---|