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 |
|---|---|---|---|---|
| Frame-level Deepfake Detection | 13 | 6 | Apr 28, 2026 | |
| All-in-one Image Restoration | 13 | 17 | May 19, 2026 | |
| 3-class segmentation | 13 | 1 | Feb 22, 2026 | |
| Likelihood Estimation | 13 | 9 | Jun 4, 2026 | |
| Image Generation Detection | 13 | 1 | Feb 18, 2026 | |
| Concept Attribution | 13 | 3 | Mar 4, 2026 | |
| Driver Action Recognition | 13 | 4 | Apr 8, 2026 | |
| 3D Object Captioning | 13 | 14 | Jul 8, 2026 | |
| Visual Quality Assessment | 13 | 13 | Jun 26, 2026 | |
| Artery-vein segmentation |
|---|
| 13 |
| 4 |
| Feb 22, 2026 |
| 3D Spatial Reasoning | 13 | 16 | Jul 7, 2026 |
|---|
| Sign Language Production | 13 | 8 | Jun 23, 2026 |
|---|
| Visual Recognition | 13 | 5 | Jun 30, 2026 |
|---|
| Classification Calibration | 13 | 8 | Jun 12, 2026 |
|---|
| Visual Explanation Evaluation | 13 | 6 | Jun 2, 2026 |
|---|
| Image Annotation | 13 | 8 | Mar 4, 2026 |
|---|
| 6D Object Pose Tracking | 13 | 5 | Apr 14, 2026 |
|---|
| Visuomotor Control | 13 | 10 | Jun 16, 2026 |
|---|
| Video Deraining | 13 | 3 | Feb 22, 2026 |
|---|
| Breast Cancer Classification | 13 | 5 | Jul 8, 2026 |
|---|
| Video Dubbing | 13 | 6 | Jun 9, 2026 |
|---|
| Cross-Reenactment | 13 | 12 | Jun 16, 2026 |
|---|
| Lip-reading | 13 | 21 | Jun 2, 2026 |
|---|
| Multi-task Classification | 13 | 6 | Jun 23, 2026 |
|---|
| Audio-Visual Captioning | 13 | 7 | Jun 11, 2026 |
|---|