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 |
|---|---|---|---|---|
| Multi-Object Tracking (Person) | 1 | 2 | Feb 18, 2026 | |
| 3D Signal Reconstruction from Light Field Images | 1 | 1 | Feb 18, 2026 | |
| Cross-view Image Translation (aerial-to-ground) | 1 | 1 | Feb 18, 2026 | |
| Radiance Decomposition | 1 | 1 | Feb 18, 2026 | |
| Camera-only control video generation | 1 | 1 | Feb 18, 2026 | |
| Open vocabulary image classification | 1 | 1 | Feb 18, 2026 | |
| 3D Portrait Reconstruction | 1 | 1 | Feb 18, 2026 | |
| Few-shot 3D Object Classification (5-way) |
| 1 |
| 5 |
| Feb 18, 2026 |
| Aerial-to-Ground Image Translation | 1 | 2 | Feb 18, 2026 |
|---|
| Source-Free Multi-Target Domain Adaptation | 1 | 2 | Apr 21, 2026 |
|---|
| Source-Free Multi-Source Domain Adaptation | 1 | 1 | Feb 18, 2026 |
|---|
| Image Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-Task Adaptation | 1 | 2 | Feb 18, 2026 |
|---|
| Adversarial Image Protection | 1 | 1 | Feb 18, 2026 |
|---|
| Shade Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Fine-grained Moving Object Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Surface Shape Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| 2D image-to-3D point cloud registration | 1 | 1 | Feb 18, 2026 |
|---|
| CVS Assessment | 1 | 1 | Feb 18, 2026 |
|---|
| Few-shot 3D Object Classification (10-way) | 1 | 3 | Feb 18, 2026 |
|---|
| CAM seed generation | 1 | 1 | Feb 18, 2026 |
|---|
| 2D Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Visually-rich Information Extraction | 1 | 2 | May 27, 2026 |
|---|
| 4x Super-resolution (Bicubic) | 1 | 1 | Feb 18, 2026 |
|---|
| Pairwise Camera Pose Estimation | 1 | 1 | Feb 18, 2026 |
|---|