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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 Relighting | 5 | 6 | May 13, 2026 | |
| Physical table structure recognition | 5 | 3 | Feb 18, 2026 | |
| Social Gaze Prediction | 5 | 2 | May 27, 2026 | |
| Image Classification (Inference) | 5 | 2 | Apr 2, 2026 | |
| Cooperative Perception | 5 | 3 | May 4, 2026 | |
| Multi-label CXR Classification | 5 | 1 | Feb 18, 2026 | |
| Visual Logical Reasoning | 5 | 11 | Apr 28, 2026 | |
| Leaf Segmentation | 5 | 3 | Feb 24, 2026 | |
| Diabetic Retinopathy (DR) grading |
| 5 |
| 3 |
| Mar 16, 2026 |
| Closed-set Source-Free Domain Adaptation | 5 | 3 | Apr 21, 2026 |
|---|
| High-Resolution Visual Perception | 5 | 10 | Jul 2, 2026 |
|---|
| LiDAR Panoptic Segmentation | 5 | 11 | Mar 17, 2026 |
|---|
| Resection plane estimation | 5 | 1 | Feb 18, 2026 |
|---|
| Action Caption | 5 | 1 | Feb 25, 2026 |
|---|
| Medical Landmark Detection | 5 | 2 | Jul 7, 2026 |
|---|
| Forgery Reasoning | 5 | 2 | Mar 10, 2026 |
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| Human-Object Interaction Recognition | 5 | 3 | Feb 18, 2026 |
|---|
| Foil Detection | 5 | 1 | Feb 18, 2026 |
|---|
| Secret recovery | 5 | 3 | Apr 7, 2026 |
|---|
| Retinal Anomaly Detection | 5 | 1 | Feb 18, 2026 |
|---|
| Training dataset class prediction | 5 | 1 | Feb 18, 2026 |
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| Unsupervised Change Detection | 5 | 1 | Feb 25, 2026 |
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| Fact-based Visual Question Answering | 5 | 7 | Jul 7, 2026 |
|---|
| Monocular 3D Detection | 5 | 4 | Mar 31, 2026 |
|---|
| One-class novelty detection | 5 | 4 | Feb 18, 2026 |
|---|