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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 |
|---|---|---|---|---|
| Minimum Vertex Cover Problem | 3 | 1 | Mar 31, 2026 | |
| Expansion task | 3 | 1 | Feb 20, 2026 | |
| Enology and Viticulture Knowledge | 3 | 1 | Feb 18, 2026 | |
| Autoregressive PDE rollout | 3 | 2 | Apr 9, 2026 | |
| Jumper | 3 | 2 | May 26, 2026 | |
| Segmentation-to-Image Generation | 3 | 3 | Jun 9, 2026 | |
| Unsupervised Anomaly Localization (Pixel-Level) | 3 | 1 | Mar 31, 2026 | |
| Program-guided task execution | 3 | 1 | Feb 18, 2026 | |
| Major Depressive Disorder Identification | 3 |
| 1 |
| Mar 31, 2026 |
| Motor feedforward control | 3 | 1 | Feb 20, 2026 |
|---|
| 3D linear kinematic hardening simulation | 3 | 1 | Feb 20, 2026 |
|---|
| Box Detection | 3 | 1 | Mar 31, 2026 |
|---|
| Speculative Sampling | 3 | 1 | Mar 31, 2026 |
|---|
| Source Finding | 3 | 1 | Feb 20, 2026 |
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| Perceptual Image Super-Resolution | 3 | 1 | Mar 30, 2026 |
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| Protein Conformation Generation | 3 | 1 | Mar 30, 2026 |
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| Jet Substructure Classification | 3 | 1 | Jun 16, 2026 |
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| Depth-Learning Rate scaling analysis | 3 | 1 | Feb 20, 2026 |
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| Toxicity Reduction | 3 | 3 | May 28, 2026 |
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| Self-consistency | 3 | 1 | Feb 18, 2026 |
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| Language-Conditioned Visual Navigation | 3 | 1 | Mar 31, 2026 |
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| GPS Trajectory Reconstruction | 3 | 1 | Mar 30, 2026 |
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| Online Interactive Bimanual Skill Adaptation | 3 | 1 | Mar 30, 2026 |
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| Multi-rater Medical Image Segmentation | 3 | 2 | May 12, 2026 |
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| ADHD Classification | 3 | 3 | Jun 2, 2026 |
|---|