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 |
|---|---|---|---|---|
| Land Cover Classification | 15 | 16 | Jun 23, 2026 | |
| 3D Object Localization | 15 | 12 | Jun 30, 2026 | |
| Model Fingerprinting Robustness | 15 | 2 | Apr 8, 2026 | |
| Temporal Out-of-Distribution Detection | 15 | 1 | Mar 20, 2026 | |
| Spatial Detection | 15 | 3 | Jun 15, 2026 | |
| Multi-view spatial reasoning | 15 | 13 | Jul 7, 2026 | |
| Highlight Detection | 15 | 28 | Jun 8, 2026 | |
| Video Polyp Segmentation | 15 | 10 | Jul 1, 2026 | |
| Generalized Referring Expression Segmentation |
| 15 |
| 21 |
| May 29, 2026 |
| Color Constancy | 15 | 6 | May 20, 2026 |
|---|
| Visual Planning | 15 | 8 | Jun 5, 2026 |
|---|
| Sex Classification | 15 | 19 | Jul 9, 2026 |
|---|
| Burst Super-Resolution | 15 | 8 | Mar 20, 2026 |
|---|
| Surgical Instrument Segmentation | 15 | 12 | Mar 20, 2026 |
|---|
| Robustness Certification | 15 | 7 | Jul 9, 2026 |
|---|
| Defocus Blur Detection | 15 | 3 | Feb 18, 2026 |
|---|
| MRI Super-resolution | 15 | 11 | Jul 8, 2026 |
|---|
| Goal prediction | 15 | 4 | Jun 11, 2026 |
|---|
| Class-Incremental Semantic Segmentation | 15 | 5 | Apr 6, 2026 |
|---|
| Vision Understanding | 15 | 33 | Jul 7, 2026 |
|---|
| Ultrasound Image Segmentation | 14 | 6 | Jul 9, 2026 |
|---|
| Action-Conditioned Video Generation | 14 | 10 | Jun 25, 2026 |
|---|
| Image-to-3D | 14 | 13 | Jul 7, 2026 |
|---|
| Compositional Evaluation | 14 | 9 | May 26, 2026 |
|---|
| Image Retouching | 14 | 4 | Jun 23, 2026 |
|---|