Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Pose-to-segmentation | 1 | 1 | Feb 20, 2026 | |
| Concept Erasure (Object) | 1 | 1 | May 20, 2026 | |
| Dental Disease Detection | 1 | 1 | Feb 20, 2026 | |
| Joint Deblurring and Video Frame Interpolation | 1 | 1 | Feb 18, 2026 | |
| Event-based Video Frame Prediction | 1 | 1 | Feb 20, 2026 | |
| Scene-level camera pose estimation | 1 | 1 | May 20, 2026 | |
| Concept Unlearning (Church) | 1 | 1 | Feb 20, 2026 | |
| Defect-level Anomaly Detection | 1 | 1 | Feb 20, 2026 | |
| UDC Image Restoration |
| 1 |
| 2 |
| Apr 2, 2026 |
| UI Screen Classification | 1 | 1 | Feb 20, 2026 |
|---|
| Cross-modal Translation (SAR to RGB) | 1 | 1 | May 20, 2026 |
|---|
| OCT classification | 1 | 1 | Feb 18, 2026 |
|---|
| Web UI Localization | 1 | 1 | Feb 20, 2026 |
|---|
| B0 Field Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Long-term Object Tracking | 1 | 1 | Feb 18, 2026 |
|---|
| Fire mask prediction | 1 | 1 | Feb 20, 2026 |
|---|
| Fire infrared video generation | 1 | 1 | Feb 20, 2026 |
|---|
| 3D Hand Pose and Mesh Estimation | 1 | 2 | Feb 18, 2026 |
|---|
| Hair Appearance Rendering | 1 | 1 | Feb 20, 2026 |
|---|
| 4D Understanding | 1 | 1 | Feb 20, 2026 |
|---|
| Visual Search and Comprehension | 1 | 1 | Feb 20, 2026 |
|---|
| Two-View Change Detection | 1 | 1 | Feb 20, 2026 |
|---|
| Reference-based Video Editing (Add) | 1 | 1 | Feb 20, 2026 |
|---|
| Bottom-up perceptual grouping | 1 | 1 | Feb 18, 2026 |
|---|
| Image-level Target Presence Detection | 1 | 1 | Feb 20, 2026 |
|---|