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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 |
|---|---|---|---|---|
| Autoencoding | 15 | 6 | Jun 9, 2026 | |
| Foreground extraction | 15 | 4 | Mar 27, 2026 | |
| Image Recovery | 15 | 7 | Jul 8, 2026 | |
| Moment Retrieval | 15 | 35 | Jun 9, 2026 | |
| Defocus Blur Detection | 15 | 3 | Feb 18, 2026 | |
| Land Cover Classification | 15 | 16 | Jun 23, 2026 | |
| Optic Cup Segmentation | 15 | 11 | Jun 4, 2026 | |
| 3D Object Localization | 15 | 12 | Jun 30, 2026 | |
| Intrinsic Image Decomposition | 15 | 6 | Apr 1, 2026 | |
| RGB-T Tracking |
| 15 |
| 28 |
| Mar 24, 2026 |
| Grasp Detection | 15 | 12 | Mar 18, 2026 |
|---|
| Class-Incremental Semantic Segmentation | 15 | 5 | Apr 6, 2026 |
|---|
| Video Polyp Segmentation | 15 | 10 | Jul 1, 2026 |
|---|
| Semantic Occupancy Prediction | 15 | 18 | Jul 3, 2026 |
|---|
| Face Presentation Attack Detection | 15 | 6 | Jul 3, 2026 |
|---|
| Motion Deblur | 15 | 17 | Jun 30, 2026 |
|---|
| Texture Classification | 15 | 25 | Jun 2, 2026 |
|---|
| Cloud Detection | 15 | 7 | Jul 7, 2026 |
|---|
| Color Constancy | 15 | 6 | May 20, 2026 |
|---|
| Video Forgery Detection | 15 | 10 | May 19, 2026 |
|---|
| Burst Super-Resolution | 15 | 8 | Mar 20, 2026 |
|---|
| Semantic Alignment | 15 | 6 | May 25, 2026 |
|---|
| Novel View Acoustic Synthesis | 15 | 3 | Apr 13, 2026 |
|---|
| Spatial Detection | 15 | 3 | Jun 15, 2026 |
|---|
| Multi-view spatial reasoning | 15 | 13 | Jul 7, 2026 |
|---|