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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 |
|---|---|---|---|---|
| Extreme Long Video Comprehension | 1 | 1 | Feb 19, 2026 | |
| One-class OOD detection | 1 | 1 | Feb 18, 2026 | |
| Land Use Land Cover Segmentation | 1 | 1 | Feb 19, 2026 | |
| Outlier Exposure OOD Detection | 1 | 1 | Feb 18, 2026 | |
| Self-occluded pinch detection | 1 | 1 | Feb 19, 2026 | |
| Complex Compositional Editing (Joint Recolor + Movement) | 1 | 1 | Feb 19, 2026 | |
| Image Editing (Foreground Conditional) | 1 | 1 | Feb 19, 2026 | |
| Image Editing (Background Conditional) | 1 | 1 |
| Feb 19, 2026 |
| Deblurring NVS | 1 | 1 | Feb 19, 2026 |
|---|
| Multimodal Future Prediction | 1 | 1 | Feb 19, 2026 |
|---|
| Category Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Deblurring HDR NVS | 1 | 1 | Feb 19, 2026 |
|---|
| End-task Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Patient-level fracture detection | 1 | 1 | Feb 19, 2026 |
|---|
| Lighting Condition Classification | 1 | 1 | Feb 18, 2026 |
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| 6DoF visual localization | 1 | 1 | Feb 18, 2026 |
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| Patient Level Fracture Recognition | 1 | 1 | Feb 19, 2026 |
|---|
| Vertebra Fracture Recognition | 1 | 1 | Feb 19, 2026 |
|---|
| Hand-only Mesh Recovery | 1 | 1 | Feb 18, 2026 |
|---|
| Viewpoint Robustness | 1 | 1 | Feb 19, 2026 |
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| Sewer Pipe Defect Segmentation | 1 | 1 | Feb 19, 2026 |
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| Height Classification | 1 | 1 | Feb 18, 2026 |
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| 2-body Human Pose Forecasting | 1 | 1 | Feb 18, 2026 |
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| Graph Recognition | 1 | 1 | Feb 19, 2026 |
|---|
| Deep Leakage Reconstruction | 1 | 1 | Feb 19, 2026 |
|---|