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 |
|---|---|---|---|---|
| Open Vocabulary Instance Segmentation | 6 | 6 | Jun 5, 2026 | |
| Open-Set Semantic Segmentation | 6 | 2 | Feb 24, 2026 | |
| Micro-gesture recognition | 6 | 7 | Jun 12, 2026 | |
| Doubly right object recognition | 6 | 1 | Feb 18, 2026 | |
| End-to-End Text Recognition | 6 | 6 | Feb 18, 2026 | |
| Saliency Map Generation | 6 | 1 | Mar 6, 2026 | |
| 3D/4D Video Question Answering | 6 | 1 | Feb 20, 2026 | |
| Open Vocabulary Mobile Manipulation | 6 | 4 | Apr 29, 2026 | |
| Face transfer |
| 6 |
| 1 |
| Mar 23, 2026 |
| Tree Canopy Height Estimation | 6 | 1 | Mar 13, 2026 |
|---|
| Multimedia Recommendation | 6 | 2 | Feb 20, 2026 |
|---|
| Multimodal Visual Question Answering | 6 | 7 | Jun 16, 2026 |
|---|
| Image Deconvolution | 6 | 4 | Jun 5, 2026 |
|---|
| Portrait Matting | 6 | 4 | Feb 18, 2026 |
|---|
| Two-view relative pose estimation | 5 | 3 | Mar 25, 2026 |
|---|
| Multi-modal Manipulation Detection and Grounding | 5 | 2 | Mar 13, 2026 |
|---|
| Cooperative Perception | 5 | 3 | May 4, 2026 |
|---|
| Visualization Generation | 5 | 2 | Apr 14, 2026 |
|---|
| 3D referring expression comprehension | 5 | 2 | Mar 19, 2026 |
|---|
| Drone Tracking | 5 | 2 | Jun 4, 2026 |
|---|
| Human-human interaction motion generation | 5 | 4 | Feb 20, 2026 |
|---|
| 2D Occluded Pose Estimation | 5 | 1 | Feb 18, 2026 |
|---|
| Category-level Object Pose Estimation | 5 | 6 | Jul 7, 2026 |
|---|
| Traffic Sign Detection | 5 | 5 | Jun 2, 2026 |
|---|
| High-Resolution Visual Perception | 5 | 10 | Jul 2, 2026 |
|---|