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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 |
|---|---|---|---|---|
| Personalized Image Classification | 1 | 1 | Feb 18, 2026 | |
| Image Deraining & Dehazing | 1 | 2 | Apr 9, 2026 | |
| Egocentric Video Question Answering | 1 | 1 | Feb 18, 2026 | |
| Atlas Building | 1 | 1 | Feb 18, 2026 | |
| CAD diagnosis | 1 | 1 | Feb 18, 2026 | |
| Fibrillation diagnosis | 1 | 1 | Feb 18, 2026 | |
| Late vs. Early AMD Diagnosis | 1 | 1 | Feb 18, 2026 | |
| Late Dry AMD Prognosis | 1 | 1 | Feb 18, 2026 | |
| Near-field Photometric Stereo |
| 1 |
| 1 |
| Feb 18, 2026 |
| Late Wet AMD Prognosis | 1 | 1 | Feb 18, 2026 |
|---|
| Gesture Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Affect recognition | 1 | 2 | Mar 13, 2026 |
|---|
| INR Dilation | 1 | 1 | Feb 18, 2026 |
|---|
| Masked Grouped Query Attention | 1 | 1 | Feb 18, 2026 |
|---|
| Volumetric Image Registration | 1 | 1 | Feb 18, 2026 |
|---|
| Attribute Classification (Blond Hair) | 1 | 1 | Feb 18, 2026 |
|---|
| Viewpoint Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Action Video Retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| Attribute Classification (Blurry) | 1 | 1 | Feb 18, 2026 |
|---|
| Cooperative Motion Forecasting | 1 | 1 | Feb 18, 2026 |
|---|
| Place Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Adversarial Robustness and Fairness | 1 | 1 | Feb 18, 2026 |
|---|
| Duplicate Scene Video Retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| RGB Novel-View Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Foundation Feature Reconstruction | 1 | 1 | Feb 18, 2026 |
|---|