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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 |
|---|---|---|---|---|
| WSI subtyping | 5 | 1 | Mar 10, 2026 | |
| Tampering Localization | 5 | 3 | Jun 24, 2026 | |
| Concept Recognition | 5 | 3 | May 12, 2026 | |
| Image Composition | 5 | 3 | Jul 7, 2026 | |
| General Visual Reasoning | 5 | 9 | Jul 2, 2026 | |
| Monocular 3D Detection | 5 | 4 | Mar 31, 2026 | |
| Social Gaze Prediction | 5 | 2 | May 27, 2026 | |
| Low-light raw denoising | 5 | 2 | Feb 18, 2026 | |
| High-Resolution Visual Perception |
| 5 |
| 10 |
| Jul 2, 2026 |
| Multi-class Segmentation | 5 | 4 | Mar 20, 2026 |
|---|
| Unsupervised Image Clustering | 5 | 2 | Feb 18, 2026 |
|---|
| 3D clothed human reconstruction | 5 | 4 | May 26, 2026 |
|---|
| RGB to RAW reconstruction | 5 | 2 | Feb 19, 2026 |
|---|
| Occlusion Detection | 5 | 2 | Feb 18, 2026 |
|---|
| Unsupervised Change Detection | 5 | 1 | Feb 25, 2026 |
|---|
| Closed-set Source-Free Domain Adaptation | 5 | 3 | Apr 21, 2026 |
|---|
| Action Caption | 5 | 1 | Feb 25, 2026 |
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| Albedo Prediction | 5 | 3 | May 7, 2026 |
|---|
| Forgery Reasoning | 5 | 2 | Mar 10, 2026 |
|---|
| Diabetic Retinopathy (DR) grading | 5 | 3 | Mar 16, 2026 |
|---|
| Hyperspectral Reconstruction | 5 | 4 | Jun 4, 2026 |
|---|
| Counterfactual Image Generation | 5 | 3 | May 25, 2026 |
|---|
| Musical Instrument Classification | 5 | 19 | Jun 5, 2026 |
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| Secret recovery | 5 | 3 | Apr 7, 2026 |
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| Visual Entity Recognition | 5 | 3 | Mar 27, 2026 |
|---|