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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 |
|---|---|---|---|---|
| Single Image Super-Resolution (x4) | 1 | 1 | Feb 18, 2026 | |
| Grasp Pose Generation | 1 | 1 | Feb 18, 2026 | |
| JPEG Restoration (q=10) | 1 | 1 | Feb 18, 2026 | |
| AWGN Denoising (sigma=50) | 1 | 1 | Feb 18, 2026 | |
| Affordance Parsing | 1 | 1 | Feb 18, 2026 | |
| Joint Super-Resolution (x4) and JPEG Restoration (q=10) | 1 | 1 | Feb 18, 2026 | |
| Garment Sewing Pattern Generation | 1 | 1 | Feb 22, 2026 | |
| Melanoma Segmentation | 1 | 1 | Feb 18, 2026 | |
| Attribute Parsing |
| 1 |
| 1 |
| Feb 18, 2026 |
| Joint Super-Resolution (x4) and AWGN Denoising (sigma=50) | 1 | 1 | Feb 18, 2026 |
|---|
| Object Co-localization | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Point Cloud Single Object Tracking | 1 | 1 | Feb 18, 2026 |
|---|
| RISH L2 Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| RISH L4 Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Template-Matching Normalization | 1 | 1 | Feb 18, 2026 |
|---|
| Scoliosis Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Open-ended Scene Graph Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Interventional view navigation | 1 | 1 | Feb 18, 2026 |
|---|
| DensePose Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| BI-RADS Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-view Keypoint Correspondence | 1 | 1 | Feb 18, 2026 |
|---|
| Pose Estimation and Tracking | 1 | 2 | Feb 18, 2026 |
|---|
| Vision-Language | 1 | 1 | Feb 18, 2026 |
|---|
| Concept Generalization | 1 | 1 | Feb 18, 2026 |
|---|
| Instructional Video Understanding | 1 | 1 | Feb 18, 2026 |
|---|