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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 |
|---|---|---|---|---|
| Hurst estimation | 4 | 1 | Feb 21, 2026 | |
| Monocular Facial Avatar Reconstruction | 4 | 1 | Feb 18, 2026 | |
| 3D Scene Watermarking | 4 | 2 | Mar 11, 2026 | |
| Step localization | 4 | 3 | Feb 27, 2026 | |
| Top-view semantic segmentation | 4 | 1 | Feb 18, 2026 | |
| 3D Human-Object Interaction Generation | 4 | 3 | Feb 20, 2026 | |
| Predictive process monitoring | 4 | 1 | Mar 31, 2026 | |
| Implicit Representation | 4 | 1 | Feb 21, 2026 | |
| HOMO-LUMO gap prediction |
| 4 |
| 3 |
| Mar 4, 2026 |
| Hallucination Diagnosis | 4 | 5 | May 14, 2026 |
|---|
| IFR Event Detection | 4 | 1 | Feb 21, 2026 |
|---|
| Fair Generation | 4 | 1 | Feb 18, 2026 |
|---|
| Muscle fatigue recognition | 4 | 1 | Mar 31, 2026 |
|---|
| Pairwise Preference Comparison | 4 | 3 | May 29, 2026 |
|---|
| Distributional Prediction | 4 | 3 | Apr 10, 2026 |
|---|
| Tool Retrieval and Function Selection | 4 | 1 | Feb 21, 2026 |
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| RGB Reconstruction | 4 | 5 | Mar 31, 2026 |
|---|
| Function Selection | 4 | 1 | Feb 21, 2026 |
|---|
| Medical Video Object Segmentation | 4 | 1 | Feb 18, 2026 |
|---|
| Graph-level regression | 4 | 6 | Feb 18, 2026 |
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| Turn-taking detection | 4 | 2 | Apr 23, 2026 |
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| Logical deduction | 4 | 4 | May 21, 2026 |
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| Logical Retrieval | 4 | 2 | Apr 14, 2026 |
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| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
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| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 |
|---|