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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 |
|---|---|---|---|---|
| Car Object Counting | 1 | 17 | Jun 24, 2026 | |
| Non-metallic content estimation | 1 | 1 | Feb 19, 2026 | |
| Zero-Shot Domain Generalization | 1 | 2 | Feb 18, 2026 | |
| Full-body pose estimation | 1 | 1 | Feb 19, 2026 | |
| Hand Placement | 1 | 1 | Feb 19, 2026 | |
| Joint Video Deblurring and Interpolation | 1 | 1 | Feb 18, 2026 | |
| Multi-Source Partial Domain Adaptation | 1 | 2 | Feb 18, 2026 | |
| Fringe Image Enhancement | 1 | 1 | Feb 19, 2026 | |
| Multi-camera 3D Object Detection |
| 1 |
| 1 |
| Feb 18, 2026 |
| OCR and Chart Visual Question Answering | 1 | 2 | Mar 10, 2026 |
|---|
| Category-level pose tracking | 1 | 1 | Feb 27, 2026 |
|---|
| Nail disease classification | 1 | 1 | Feb 19, 2026 |
|---|
| Multi-Target Partial Domain Adaptation | 1 | 1 | Feb 18, 2026 |
|---|
| Category-level Object Pose and Size Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| RAW-to-HDR Reconstruction | 1 | 1 | Feb 19, 2026 |
|---|
| Vehicle Color Detection | 1 | 1 | Feb 19, 2026 |
|---|
| 3D whole-body mesh reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Seatbelt Detection | 1 | 1 | Feb 19, 2026 |
|---|
| Occupancy Counting | 1 | 1 | Feb 19, 2026 |
|---|
| Make/ Model Recognition | 1 | 1 | Feb 19, 2026 |
|---|
| RGBD Referring Multi-Object Tracking | 1 | 1 | Feb 19, 2026 |
|---|
| Obstacle Segmentation | 1 | 1 | Feb 27, 2026 |
|---|
| Vision-Language Perception and Cognition | 1 | 1 | Feb 27, 2026 |
|---|
| 360-degree video saliency prediction | 1 | 1 | Feb 19, 2026 |
|---|
| multi-view Visual Question Answering | 1 | 1 | Feb 19, 2026 |
|---|