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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 |
|---|---|---|---|---|
| Roof Segmentation | 1 | 1 | Feb 18, 2026 | |
| (Normal+LGIN) vs. Others classification | 1 | 1 | Feb 18, 2026 | |
| Bit-depth reduction | 1 | 1 | Feb 18, 2026 | |
| Frame synthesis | 1 | 1 | Feb 18, 2026 | |
| 2D Distribution Mapping | 1 | 1 | Feb 21, 2026 | |
| Breast cancer ROI phenotyping | 1 | 1 | Mar 13, 2026 | |
| Multi-task Learning (Semantic Segmentation, Surface Normals, Depth Estimation) | 1 | 2 | Feb 21, 2026 | |
| Human Pose Editing | 1 | 1 | Feb 18, 2026 | |
| Scene Change Localization |
| 1 |
| 1 |
| Feb 18, 2026 |
| PredCLS | 1 | 4 | Apr 23, 2026 |
|---|
| SGCLS | 1 | 2 | Apr 21, 2026 |
|---|
| Anticipation | 1 | 2 | Feb 27, 2026 |
|---|
| SGDET | 1 | 1 | Feb 18, 2026 |
|---|
| General spatiotemporal perception | 1 | 1 | Feb 18, 2026 |
|---|
| Intervertebral disc grading | 1 | 1 | Feb 18, 2026 |
|---|
| WSI-level Evaluation | 1 | 1 | Feb 18, 2026 |
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| Whole Slide Image Captioning | 1 | 1 | Feb 18, 2026 |
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| Part-level Referring Expression Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Human Motion Localization | 1 | 1 | Feb 27, 2026 |
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| Action-conditioned motion synthesis | 1 | 1 | Feb 27, 2026 |
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| HDR View Synthesis | 1 | 1 | Feb 18, 2026 |
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| 3-way 1-shot image classification | 1 | 1 | Feb 18, 2026 |
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| Counterfactual Video Generation | 1 | 1 | Feb 18, 2026 |
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| 3-way 5-shot image classification | 1 | 1 | Feb 18, 2026 |
|---|
| Small Bowel Path Tracking | 1 | 1 | Feb 18, 2026 |
|---|