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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 |
|---|---|---|---|---|
| Low-Shot Open-Set Domain Generalization | 4 | 1 | Feb 18, 2026 | |
| Top-view semantic segmentation | 4 | 1 | Feb 18, 2026 | |
| Multimodal Capability Evaluation | 4 | 49 | Jul 9, 2026 | |
| Predictive process monitoring | 4 | 1 | Mar 31, 2026 | |
| 3D Scene Watermarking | 4 | 2 | Mar 11, 2026 | |
| HOMO-LUMO gap prediction | 4 | 3 | Mar 4, 2026 | |
| Stream Generation | 4 | 1 | Feb 27, 2026 | |
| Hurst estimation | 4 | 1 | Feb 21, 2026 | |
| Muscle fatigue recognition |
| 4 |
| 1 |
| Mar 31, 2026 |
| Deformable object simulation | 4 | 1 | Feb 21, 2026 |
|---|
| Nonconvex Optimization | 4 | 3 | Jun 5, 2026 |
|---|
| Background Reconstruction | 4 | 3 | Jun 2, 2026 |
|---|
| 3D Human-Object Interaction Generation | 4 | 3 | Feb 20, 2026 |
|---|
| Fair Generation | 4 | 1 | Feb 18, 2026 |
|---|
| RGB Reconstruction | 4 | 5 | Mar 31, 2026 |
|---|
| Logical Retrieval | 4 | 2 | Apr 14, 2026 |
|---|
| Graph-level regression | 4 | 6 | Feb 18, 2026 |
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| Medical Video Object Segmentation | 4 | 1 | Feb 18, 2026 |
|---|
| Turn-taking detection | 4 | 2 | Apr 23, 2026 |
|---|
| Hallucination Diagnosis | 4 | 5 | May 14, 2026 |
|---|
| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
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| Single Objective Optimization | 4 | 2 | May 6, 2026 |
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| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 |
|---|
| Equation parameter regression | 4 | 1 | Feb 18, 2026 |
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| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 |
|---|