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 |
|---|---|---|---|---|
| Video Anomaly Detection | 95 | 102 | Jul 2, 2026 | |
| Dynamic Scene Reconstruction | 94 | 45 | Jul 3, 2026 | |
| Disease Classification | 94 | 49 | Jul 9, 2026 | |
| Referring Expression Segmentation | 93 | 87 | Jul 7, 2026 | |
| Optical Flow Estimation | 93 | 78 | Jul 8, 2026 | |
| Image Registration | 92 | 56 | Jul 7, 2026 | |
| Multi-view Classification | 90 | 13 | Jun 11, 2026 | |
| Gait Recognition | 89 | 36 | Jun 2, 2026 | |
| Adversarial Robustness |
| 89 |
| 70 |
| Jul 7, 2026 |
| Video Depth Estimation | 89 | 64 | Jul 7, 2026 |
|---|
| Visual Odometry | 88 | 45 | Jul 7, 2026 |
|---|
| No-Reference Image Quality Assessment | 87 | 37 | Jul 7, 2026 |
|---|
| Keypoint Detection | 86 | 42 | Jul 8, 2026 |
|---|
| AI-generated Video Detection | 86 | 18 | Jul 7, 2026 |
|---|
| Malware Detection | 85 | 32 | Jul 9, 2026 |
|---|
| Object Tracking | 84 | 98 | Jul 8, 2026 |
|---|
| Lesion Segmentation | 84 | 41 | Jul 7, 2026 |
|---|
| Underwater Image Enhancement | 84 | 38 | Jun 30, 2026 |
|---|
| Gaze Estimation | 84 | 33 | Jul 7, 2026 |
|---|
| Activity Recognition | 84 | 54 | Jul 7, 2026 |
|---|
| Optical Character Recognition | 83 | 116 | Jul 7, 2026 |
|---|
| Partial Multi-Label Learning | 83 | 2 | Apr 13, 2026 |
|---|
| Gesture Recognition | 83 | 70 | Jul 9, 2026 |
|---|
| Counterfactual Explanation Generation | 83 | 12 | Jul 9, 2026 |
|---|
| Video Retrieval | 82 | 63 | Jul 7, 2026 |
|---|