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 |
|---|---|---|---|---|
| Image-to-Image Translation | 168 | 72 | Jul 7, 2026 | |
| Numerical Optimization | 168 | 16 | Jun 16, 2026 | |
| Anomaly Localization | 167 | 148 | Jul 8, 2026 | |
| Audio Classification | 167 | 150 | Jul 8, 2026 | |
| Open-domain Question Answering | 167 | 121 | Jul 3, 2026 | |
| 3D Semantic Segmentation | 166 | 151 | Jul 7, 2026 | |
| Visual Localization | 165 | 74 | Jul 7, 2026 | |
| Long-term forecasting | 163 | 70 | Jul 9, 2026 | |
| General Reasoning | 163 |
| 199 |
| Jul 9, 2026 |
| Intrusion Detection | 162 | 68 | Jul 8, 2026 |
|---|
| CTR Prediction | 162 | 98 | Jun 30, 2026 |
|---|
| Depth Completion | 160 | 64 | Jul 7, 2026 |
|---|
| Visual Place Recognition | 160 | 51 | Jul 2, 2026 |
|---|
| Emotion Recognition | 160 | 156 | Jul 9, 2026 |
|---|
| Salient Object Detection | 156 | 101 | Jul 7, 2026 |
|---|
| Multivariate Time Series Classification | 155 | 41 | Jul 7, 2026 |
|---|
| Reconstruction | 155 | 83 | Jul 9, 2026 |
|---|
| Change Detection | 154 | 111 | Jul 9, 2026 |
|---|
| Video Compression | 154 | 69 | Jul 7, 2026 |
|---|
| Visual Object Tracking | 152 | 137 | Jul 8, 2026 |
|---|
| Image Synthesis | 151 | 67 | Jun 29, 2026 |
|---|
| Video Frame Interpolation | 150 | 63 | Jun 24, 2026 |
|---|
| Video Object Segmentation | 150 | 208 | Jul 9, 2026 |
|---|
| Backdoor Defense | 150 | 57 | Jul 9, 2026 |
|---|
| 3D Scene Reconstruction | 150 | 76 | Jul 8, 2026 |
|---|