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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 |
|---|---|---|---|---|
| Weed Distribution Mapping | 1 | 1 | Feb 20, 2026 | |
| Cigarette Detection | 1 | 1 | Feb 20, 2026 | |
| Oil Spill Track | 1 | 1 | Feb 20, 2026 | |
| Reference-based Video Editing (Add) | 1 | 1 | Feb 20, 2026 | |
| Garment-Only Video Virtual Try-On | 1 | 1 | Jun 9, 2026 | |
| Bottom-up perceptual grouping | 1 | 1 | Feb 18, 2026 | |
| Food Cell Inspection | 1 | 1 | Feb 20, 2026 | |
| Real image conditioned semantic editing | 1 | 1 | Feb 18, 2026 | |
| Nucleus Localization |
| 1 |
| 1 |
| Feb 20, 2026 |
| Super-Resolution (x3 upscaling) | 1 | 1 | Feb 18, 2026 |
|---|
| Diverse Image Inpainting | 1 | 1 | Feb 18, 2026 |
|---|
| Pedestrian Safety Monitor | 1 | 1 | Feb 20, 2026 |
|---|
| Urban Layout Analysis | 1 | 1 | Feb 20, 2026 |
|---|
| Pivot Box | 1 | 1 | Jun 9, 2026 |
|---|
| Compositional Scene Understanding | 1 | 3 | Apr 16, 2026 |
|---|
| Retinal Vessel Analysis | 1 | 1 | Feb 20, 2026 |
|---|
| Mask-Wear Monitoring | 1 | 1 | Feb 20, 2026 |
|---|
| Order Sensitivity | 1 | 1 | Feb 18, 2026 |
|---|
| Pothole Detection | 1 | 1 | Feb 20, 2026 |
|---|
| Pavement Crack Detect | 1 | 1 | Feb 20, 2026 |
|---|
| Binary Glass Segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| Super-Resolution (x4 upscaling) | 1 | 1 | Feb 18, 2026 |
|---|
| Any-to-any Image Relighting | 1 | 1 | Feb 18, 2026 |
|---|
| Infant respiration estimation | 1 | 1 | Feb 20, 2026 |
|---|
| Ego-only motion forecasting | 1 | 1 | Feb 18, 2026 |
|---|