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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 |
|---|---|---|---|---|
| UI Screen Classification | 1 | 1 | Feb 20, 2026 | |
| Learning-to-Defer Classification | 1 | 1 | May 21, 2026 | |
| Binary Caries Classification | 1 | 1 | Feb 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 |
| fMRI stimulus classification | 1 | 1 | May 21, 2026 |
|---|
| Periapical Lesion Segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| Microscopy Image Classification | 1 | 1 | May 21, 2026 |
|---|
| Missing Attribute Discovery | 1 | 1 | Feb 18, 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 |
|---|
| Body Motion Tracking | 1 | 1 | Feb 20, 2026 |
|---|
| 3D Character Re-posing | 1 | 1 | Feb 20, 2026 |
|---|
| Trajectory-controlled motion generation | 1 | 1 | Feb 18, 2026 |
|---|
| Micro-gesture detection | 1 | 1 | Feb 20, 2026 |
|---|