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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 |
|---|---|---|---|---|
| Visual Logical Reasoning | 5 | 11 | Apr 28, 2026 | |
| General Visual Reasoning | 5 | 9 | Jul 2, 2026 | |
| Aesthetic Quality Assessment | 5 | 4 | Apr 20, 2026 | |
| Saliency Object Detection | 5 | 7 | Apr 21, 2026 | |
| High-Resolution Visual Perception | 5 | 10 | Jul 2, 2026 | |
| Vehicle Segmentation | 5 | 4 | Mar 6, 2026 | |
| Category Classification | 5 | 3 | Mar 10, 2026 | |
| Grouping | 5 | 5 | May 4, 2026 | |
| Action Caption | 5 | 1 | Feb 25, 2026 | |
| Tumor Detection and Segmentation |
| 5 |
| 1 |
| Feb 18, 2026 |
| Multispectral Pedestrian Detection | 5 | 4 | Mar 30, 2026 |
|---|
| Future Trajectory Prediction | 5 | 12 | Feb 21, 2026 |
|---|
| 3D Whole-body Pose Estimation | 5 | 7 | Apr 21, 2026 |
|---|
| Albedo Prediction | 5 | 3 | May 7, 2026 |
|---|
| Unsupervised Change Detection | 5 | 1 | Feb 25, 2026 |
|---|
| Multi-label CXR Classification | 5 | 1 | Feb 18, 2026 |
|---|
| Forgery Reasoning | 5 | 2 | Mar 10, 2026 |
|---|
| Social Gaze Prediction | 5 | 2 | May 27, 2026 |
|---|
| Map Segmentation | 5 | 15 | Jul 8, 2026 |
|---|
| Diabetic Retinopathy (DR) grading | 5 | 3 | Mar 16, 2026 |
|---|
| Degradation Estimation | 5 | 2 | Feb 21, 2026 |
|---|
| Event-based action recognition | 5 | 5 | Jun 16, 2026 |
|---|
| Optic Flow Estimation | 5 | 4 | May 26, 2026 |
|---|
| Hyperspectral Reconstruction | 5 | 4 | Jun 4, 2026 |
|---|
| Closed-set Source-Free Domain Adaptation | 5 | 3 | Apr 21, 2026 |
|---|