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 |
|---|---|---|---|---|
| Sparse-View CT Reconstruction | 87 | 27 | Jun 24, 2026 | |
| Portfolio Optimization | 87 | 19 | Jul 9, 2026 | |
| Energy and force prediction | 87 | 22 | Jul 3, 2026 | |
| No-Reference Image Quality Assessment | 87 | 37 | Jul 7, 2026 | |
| Video Captioning | 87 | 107 | Jul 9, 2026 | |
| Membership Inference | 86 | 25 | Jul 7, 2026 | |
| Imitation Learning | 86 | 25 | Jul 2, 2026 | |
| AI-generated Video Detection | 86 | 18 | Jul 7, 2026 | |
| Root Cause Analysis | 86 |
| 13 |
| Jul 2, 2026 |
| ECG Classification | 86 | 35 | Jul 9, 2026 |
|---|
| Keypoint Detection | 86 | 42 | Jul 8, 2026 |
|---|
| Node Clustering | 85 | 43 | Jun 26, 2026 |
|---|
| Semantic Textual Similarity | 85 | 92 | Jun 30, 2026 |
|---|
| Malware Detection | 85 | 32 | Jul 9, 2026 |
|---|
| Dialogue Generation | 85 | 64 | Jun 18, 2026 |
|---|
| Part-of-Speech Tagging | 85 | 57 | Jun 24, 2026 |
|---|
| Speaker Verification | 85 | 60 | Jul 9, 2026 |
|---|
| Activity Recognition | 84 | 54 | Jul 7, 2026 |
|---|
| Underwater Image Enhancement | 84 | 38 | Jun 30, 2026 |
|---|
| Gaze Estimation | 84 | 33 | Jul 7, 2026 |
|---|
| Object Tracking | 84 | 98 | Jul 8, 2026 |
|---|
| Lesion Segmentation | 84 | 41 | Jul 7, 2026 |
|---|
| Gesture Recognition | 83 | 70 | Jul 9, 2026 |
|---|
| Machine Reading Comprehension | 83 | 69 | Jun 9, 2026 |
|---|
| Counterfactual Explanation Generation | 83 | 12 | Jul 9, 2026 |
|---|