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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 |
|---|---|---|---|---|
| Sim-to-real adaptation | 1 | 1 | Feb 19, 2026 | |
| Open-set Palmprint Recognition | 1 | 1 | Feb 19, 2026 | |
| Open-set Palmprint Verification | 1 | 1 | Feb 19, 2026 | |
| NH Dehazing | 1 | 1 | Feb 19, 2026 | |
| Demoire | 1 | 1 | Feb 19, 2026 | |
| Defocus Deblur | 1 | 1 | Feb 19, 2026 | |
| Transmission Corridor Segmentation | 1 | 1 | Apr 21, 2026 | |
| Multimodal genre classification | 1 | 1 | Feb 18, 2026 | |
| Scientific Figure Reasoning | 1 | 1 | Feb 18, 2026 | |
| Image Object Segmentation |
|---|
| 1 |
| 1 |
| Feb 18, 2026 |
| CTA Reconstruction | 1 | 1 | Feb 19, 2026 |
|---|
| Image Shadow Detection | 1 | 1 | Feb 18, 2026 |
|---|
| People Number Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Video Shadow Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Video Artifact Recognition | 1 | 1 | Feb 19, 2026 |
|---|
| PSFH Segmentation | 1 | 1 | Feb 19, 2026 |
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| Urban Localization | 1 | 1 | Feb 18, 2026 |
|---|
| Category-Agnostic Perceptual Artifact Detection | 1 | 1 | Feb 19, 2026 |
|---|
| Visual Grounding and Reasoning | 1 | 1 | Feb 19, 2026 |
|---|
| PCB Defect Analysis | 1 | 1 | Feb 19, 2026 |
|---|
| Image-to-Image Translation (Appearance Consistency) | 1 | 1 | Feb 19, 2026 |
|---|
| Image-to-Image Translation (Appearance Divergence) | 1 | 1 | Feb 19, 2026 |
|---|
| Bounding Box Extraction | 1 | 1 | Feb 18, 2026 |
|---|
| Grasp Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Dive Recognition | 1 | 1 | Feb 18, 2026 |
|---|