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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 |
|---|---|---|---|---|
| Driving Scenario Classification | 1 | 1 | Mar 20, 2026 | |
| x-y position decoding (smoothing) | 1 | 1 | Feb 18, 2026 | |
| 2D Covering | 1 | 1 | Mar 20, 2026 | |
| Image Reconstruction Defense | 1 | 1 | Feb 18, 2026 | |
| Cyclist 3D Object Detection | 1 | 1 | Feb 18, 2026 | |
| Pixel-level 1-D image classification | 1 | 2 | Feb 18, 2026 | |
| Image Classification and Reconstruction Defense | 1 | 1 | Feb 18, 2026 | |
| Polyp Tracking | 1 | 1 | Feb 18, 2026 | |
| JPEG compression deblocking |
| 1 |
| 2 |
| Feb 18, 2026 |
| motion-to-text translation | 1 | 3 | Feb 27, 2026 |
|---|
| BEV Pedestrian Segmentation | 1 | 2 | Mar 20, 2026 |
|---|
| BEV segmentation (Vehicle) | 1 | 1 | Feb 18, 2026 |
|---|
| Motion Controllers (MC) Tracking | 1 | 1 | Feb 18, 2026 |
|---|
| Hand Tracking (HT) | 1 | 1 | Feb 18, 2026 |
|---|
| Critical View of Safety recognition | 1 | 2 | Feb 18, 2026 |
|---|
| Zero-Shot Object Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Full-body motion estimation (Motion Controllers) | 1 | 1 | Feb 18, 2026 |
|---|
| 3D single-view localization | 1 | 1 | Feb 18, 2026 |
|---|
| Text-based Video Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Full-body motion estimation (Hand Tracking) | 1 | 1 | Feb 18, 2026 |
|---|
| Cross-domain Calibration | 1 | 1 | Feb 18, 2026 |
|---|
| Root location estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Long-range tracking | 1 | 1 | Feb 18, 2026 |
|---|
| 2D image classification | 1 | 1 | Feb 18, 2026 |
|---|
| Word-level lip reading | 1 | 2 | Feb 18, 2026 |
|---|