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 |
|---|---|---|---|---|
| Upstream Backdoor Detection | 7 | 1 | Feb 18, 2026 | |
| HDR Video Reconstruction | 7 | 3 | Mar 17, 2026 | |
| Audio-Visual Semantic Segmentation | 7 | 8 | May 12, 2026 | |
| Vectorized Map Construction | 7 | 7 | May 22, 2026 | |
| Indoor Semantic Segmentation | 7 | 5 | Apr 23, 2026 | |
| Instruction Recovery | 7 | 1 | Feb 19, 2026 | |
| 3D Whole-Body Mesh Recovery | 7 | 9 | Apr 24, 2026 | |
| Untargeted identity retrieval attack | 7 | 1 | Apr 2, 2026 | |
| Constrained Generation |
| 7 |
| 3 |
| May 1, 2026 |
| Soundscape Classification | 7 | 2 | May 21, 2026 |
|---|
| Acoustic Impulse Response Prediction | 7 | 1 | Feb 18, 2026 |
|---|
| Mask Classification | 7 | 2 | May 19, 2026 |
|---|
| Vein Segmentation | 7 | 3 | Apr 9, 2026 |
|---|
| Safety Guardrailing | 7 | 3 | Jul 8, 2026 |
|---|
| Medical Lesion Segmentation | 7 | 2 | Apr 14, 2026 |
|---|
| Robot Imitation Learning | 7 | 1 | Apr 2, 2026 |
|---|
| Audio Coding | 7 | 4 | Jun 11, 2026 |
|---|
| Dataset Grouping | 7 | 1 | Apr 2, 2026 |
|---|
| Infant crying detection | 7 | 1 | Apr 2, 2026 |
|---|
| Long-form Transcription | 7 | 4 | Jun 9, 2026 |
|---|
| EHR prediction | 7 | 2 | Apr 27, 2026 |
|---|
| Song Generation | 7 | 7 | Jun 30, 2026 |
|---|
| Traffic Detection | 7 | 2 | Jul 9, 2026 |
|---|
| Irregular Time Series Classification | 7 | 5 | May 7, 2026 |
|---|
| Downstream ML Utility | 7 | 1 | Apr 3, 2026 |
|---|