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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 |
|---|---|---|---|---|
| Retinal optic disc segmentation | 1 | 1 | Feb 19, 2026 | |
| Egocentric vision-language motion generation | 1 | 1 | Apr 23, 2026 | |
| Image | 1 | 1 | Feb 19, 2026 | |
| Frame Reconstruction | 1 | 1 | Feb 19, 2026 | |
| Lesion boundary segmentation | 1 | 3 | Feb 18, 2026 | |
| Multimodal Multilabel Classification | 1 | 10 | Jun 4, 2026 | |
| Non-rigid 3D Surface Registration | 1 | 1 | Feb 18, 2026 | |
| Text-to-mask | 1 | 1 | Feb 19, 2026 | |
| HER2 Classification |
| 1 |
| 1 |
| Feb 19, 2026 |
| Multimodal Multiclass Classification | 1 | 3 | Feb 18, 2026 |
|---|
| Camera-only 3D Object Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Coronary Angiography Classification | 1 | 1 | Feb 19, 2026 |
|---|
| Visual Natural Language Inference | 1 | 1 | Feb 18, 2026 |
|---|
| Stego Image Generation | 1 | 1 | Feb 19, 2026 |
|---|
| Extreme Long Video Comprehension | 1 | 1 | Feb 19, 2026 |
|---|
| One-class OOD detection | 1 | 1 | Feb 18, 2026 |
|---|
| Land Use Land Cover Segmentation | 1 | 1 | Feb 19, 2026 |
|---|
| Outlier Exposure OOD Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Self-occluded pinch detection | 1 | 1 | Feb 19, 2026 |
|---|
| Complex Compositional Editing (Joint Recolor + Movement) | 1 | 1 | Feb 19, 2026 |
|---|
| Image Editing (Foreground Conditional) | 1 | 1 | Feb 19, 2026 |
|---|
| Image Editing (Background Conditional) | 1 | 1 | Feb 19, 2026 |
|---|
| Deblurring NVS | 1 | 1 | Feb 19, 2026 |
|---|
| Category Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Deblurring HDR NVS | 1 | 1 | Feb 19, 2026 |
|---|