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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 |
|---|---|---|---|---|
| HSI Restoration | 1 | 1 | Feb 19, 2026 | |
| Geometric diagram parsing | 1 | 1 | Apr 14, 2026 | |
| Deformable Medical Image Registration | 1 | 1 | Feb 18, 2026 | |
| Hand-Object Manipulation Synthesis | 1 | 1 | Feb 18, 2026 | |
| Image-level failure detection | 1 | 1 | Feb 18, 2026 | |
| Stereo track | 1 | 1 | Feb 18, 2026 | |
| Artery and Vein Segmentation | 1 | 1 | Feb 19, 2026 | |
| Portrait Customization | 1 | 1 | Feb 19, 2026 | |
| Pixel-level failure detection |
| 1 |
| 1 |
| Feb 18, 2026 |
| Universal Recontextualization | 1 | 1 | Feb 19, 2026 |
|---|
| Video Detailed Captioning | 1 | 2 | Feb 22, 2026 |
|---|
| Gaussian Splatting Refinement | 1 | 1 | Apr 14, 2026 |
|---|
| Face Inversion | 1 | 1 | Feb 18, 2026 |
|---|
| Speed Measurement | 1 | 1 | Feb 18, 2026 |
|---|
| Age Editing | 1 | 1 | Feb 18, 2026 |
|---|
| Stroke Replacement | 1 | 1 | Mar 23, 2026 |
|---|
| Visual-textual presentation layout generation | 1 | 1 | Feb 18, 2026 |
|---|
| Accelerated MRI reconstruction and metal artifact reduction | 1 | 1 | Feb 19, 2026 |
|---|
| 5-way 20-shot classification | 1 | 1 | Feb 18, 2026 |
|---|
| MRI Acquisition | 1 | 1 | Feb 19, 2026 |
|---|
| Image-level lesion detection | 1 | 1 | Feb 18, 2026 |
|---|
| Image-to-Panorama | 1 | 1 | Feb 19, 2026 |
|---|
| Anatomy-conditioned Image Retrieval | 1 | 1 | Feb 27, 2026 |
|---|
| Distance measurement on the road plane | 1 | 1 | Feb 18, 2026 |
|---|
| 5-way 50-shot classification | 1 | 1 | Feb 18, 2026 |
|---|