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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 |
|---|---|---|---|---|
| Object Detection Explanation | 1 | 1 | Feb 18, 2026 | |
| Diabetic Retinopathy (DR) Prediction | 1 | 1 | Feb 18, 2026 | |
| Classification of abnormalities and landmarks detection | 1 | 1 | Mar 25, 2026 | |
| Atomic Action Detection | 1 | 1 | Feb 18, 2026 | |
| Glaucoma Prediction | 1 | 1 | Feb 18, 2026 | |
| Attribution Fidelity | 1 | 1 | Feb 18, 2026 | |
| Age-Related Macular Degeneration (AMD) Prediction | 1 | 1 | Feb 18, 2026 | |
| Number Counting | 1 | 1 | Feb 18, 2026 | |
| Video Robustness Classification |
| 1 |
| 1 |
| Feb 18, 2026 |
| Coronary Artery Calcium (CAC) Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| UI element detection | 1 | 1 | Feb 18, 2026 |
|---|
| Instrument Semantic Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Hand contact estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Humanoid Object Grasping and Trajectory Following | 1 | 1 | Feb 18, 2026 |
|---|
| Composed Person Retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| Image-based Virtual Try-On | 1 | 1 | Feb 18, 2026 |
|---|
| Segmentation Map Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Few-shot 3D Classification | 1 | 2 | Feb 20, 2026 |
|---|
| Verified Robustness | 1 | 1 | Feb 18, 2026 |
|---|
| Heavy Deblurring | 1 | 1 | Feb 18, 2026 |
|---|
| Transmission Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-image difference analysis | 1 | 1 | Feb 18, 2026 |
|---|
| Image tasks | 1 | 1 | Feb 18, 2026 |
|---|
| Image Enhancement (RAW to RGB) | 1 | 1 | Feb 18, 2026 |
|---|
| NSCLC segmentation | 1 | 1 | Feb 18, 2026 |
|---|