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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 |
|---|---|---|---|---|
| Image-to-Depth Estimation | 1 | 1 | Feb 18, 2026 | |
| Active vision-based navigation | 1 | 1 | Jun 9, 2026 | |
| Bread in Toaster | 1 | 1 | Jun 9, 2026 | |
| Image-to-Hed Boundary Detection | 1 | 1 | Feb 18, 2026 | |
| SVBRDF Generation | 1 | 1 | Jun 9, 2026 | |
| 3D Object Model Retrieval | 1 | 1 | Feb 18, 2026 | |
| Image-to-Segmentation | 1 | 1 | Feb 18, 2026 | |
| Few-shot Transfer Classification | 1 | 1 | Feb 18, 2026 | |
| Oocyte Detection |
| 1 |
| 1 |
| Feb 20, 2026 |
| Super-Resolution (x2 upscaling) | 1 | 1 | Feb 18, 2026 |
|---|
| Object Alignment | 1 | 1 | Feb 18, 2026 |
|---|
| Auto. Tree Tagging | 1 | 1 | Feb 20, 2026 |
|---|
| Close-Range Segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| Precise Road Model | 1 | 1 | Feb 20, 2026 |
|---|
| Weed Distribution Mapping | 1 | 1 | Feb 20, 2026 |
|---|
| Cigarette Detection | 1 | 1 | Feb 20, 2026 |
|---|
| Oil Spill Track | 1 | 1 | Feb 20, 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 |
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| Urban Layout Analysis | 1 | 1 | Feb 20, 2026 |
|---|
| Compositional Scene Understanding | 1 | 3 | Apr 16, 2026 |
|---|