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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 |
|---|---|---|---|---|
| UHD Image Processing | 1 | 1 | Feb 18, 2026 | |
| Tree change detection | 1 | 1 | Feb 18, 2026 | |
| 3D Human-Scene Contact Estimation | 1 | 4 | Mar 24, 2026 | |
| Camera Pose Localization | 1 | 2 | Mar 4, 2026 | |
| Specular Reconstruction | 1 | 1 | Feb 18, 2026 | |
| Grouped Query Attention | 1 | 1 | Feb 18, 2026 | |
| Co-speech 3D Gesture Synthesis | 1 | 3 | Feb 19, 2026 | |
| 10-way Image Classification | 1 | 1 | Feb 18, 2026 | |
| 3D Object Similarity Prediction |
| 1 |
| 1 |
| Feb 18, 2026 |
| 3D Image Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| 2D Multi-Object Tracking | 1 | 6 | Feb 25, 2026 |
|---|
| Eyeblink Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Aerial Image Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Semantic Style Transfer | 1 | 1 | Feb 18, 2026 |
|---|
| Rigid motion tracking | 1 | 1 | Feb 18, 2026 |
|---|
| Speech Audio Generation from Dynamic MRI | 1 | 1 | Feb 18, 2026 |
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| 3D Body Pose Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Photo stylization tuning | 1 | 1 | Feb 18, 2026 |
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| Skeleton Prediction | 1 | 1 | Feb 18, 2026 |
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| Terrain Recognition | 1 | 1 | Feb 18, 2026 |
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| Intracranial Hemorrhage Diagnosis | 1 | 1 | Feb 18, 2026 |
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| Normal vs. Others classification | 1 | 1 | Feb 18, 2026 |
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| Enhancing Tumour Segmentation | 1 | 2 | Jun 9, 2026 |
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| Roof Segmentation | 1 | 1 | Feb 18, 2026 |
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| (Normal+LGIN) vs. Others classification | 1 | 1 | Feb 18, 2026 |
|---|