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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 |
|---|---|---|---|---|
| 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 | |
| Quadruple-consistency evaluation | 1 | 1 | Apr 23, 2026 | |
| Temporal Action Detection (StOP?) | 1 | 1 | Apr 23, 2026 | |
| 2D Neural Image Alignment (Homography) | 1 | 1 | Feb 18, 2026 | |
| Sewer Pipe Defect Segmentation | 1 | 1 | Feb 19, 2026 | |
| Animal Part Detection |
| 1 |
| 1 |
| Feb 18, 2026 |
| Height Classification | 1 | 1 | Feb 18, 2026 |
|---|
| 2-body Human Pose Forecasting | 1 | 1 | Feb 18, 2026 |
|---|
| Graph Recognition | 1 | 1 | Feb 19, 2026 |
|---|
| Deep Leakage Reconstruction | 1 | 1 | Feb 19, 2026 |
|---|
| Person Identity Classification | 1 | 2 | Feb 18, 2026 |
|---|
| Burst low-light enhancement | 1 | 1 | Feb 18, 2026 |
|---|
| Multimodal Video Question Answering | 1 | 1 | Feb 19, 2026 |
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| Relative Position | 1 | 1 | Feb 19, 2026 |
|---|
| Generalized Zero-Shot Retrieval (Text-to-Audio-Video) | 1 | 1 | Feb 18, 2026 |
|---|
| Methane Detection | 1 | 1 | Feb 18, 2026 |
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| Generalized Zero-Shot Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-organ abdominal segmentation | 1 | 2 | Apr 10, 2026 |
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| RGB-E Tracking | 1 | 4 | May 6, 2026 |
|---|
| Real-time visual perception and backward tracing | 1 | 1 | Feb 19, 2026 |
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| Video re-rendering consistency | 1 | 1 | Feb 19, 2026 |
|---|
| Open-set taxonomic classification | 1 | 1 | Feb 19, 2026 |
|---|