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 |
|---|---|---|---|---|
| 3D Whole-body Pose and Shape Estimation | 1 | 2 | Feb 18, 2026 | |
| Fine-grained multimodal reasoning | 1 | 1 | Mar 5, 2026 | |
| Spectral Filter Learning (Band-rejection) | 1 | 1 | Feb 18, 2026 | |
| Fissure alignment | 1 | 1 | Mar 5, 2026 | |
| Non-localized Logo Detection | 1 | 1 | Feb 18, 2026 | |
| 3D Hand Pose Estimation and Mesh Reconstruction | 1 | 1 | Feb 18, 2026 | |
| Shape and Motion Recovery | 1 | 1 | Feb 18, 2026 | |
| Texture Recovery | 1 | 1 | Feb 18, 2026 | |
| Logo Classification |
| 1 |
| 1 |
| Feb 18, 2026 |
| 3D Portrait Reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Keypoint Correspondence | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Point Cloud Affordance Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| PBR Material Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| In-shop clothing retrieval | 1 | 4 | Feb 18, 2026 |
|---|
| Document Object Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Instance Tracking | 1 | 1 | Feb 18, 2026 |
|---|
| Video Perception Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| 2D Body Pose Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Few-shot action classification | 1 | 3 | Feb 18, 2026 |
|---|
| Image Inversion and Reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Image Semantic Editing | 1 | 2 | Feb 18, 2026 |
|---|
| ObjectNav (Label goal) | 1 | 1 | Feb 18, 2026 |
|---|
| Image Inversion and Editing | 1 | 1 | Feb 18, 2026 |
|---|
| ObjectNav (Sketch goal) | 1 | 1 | Feb 18, 2026 |
|---|
| Face Attribute Prediction | 1 | 1 | Feb 18, 2026 |
|---|