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 |
|---|---|---|---|---|
| Concept alignment | 11 | 4 | Mar 20, 2026 | |
| Cell Instance Segmentation | 11 | 6 | Jun 23, 2026 | |
| Medical Image Quality Assessment | 11 | 1 | Feb 18, 2026 | |
| Count Prediction | 10 | 2 | Apr 23, 2026 | |
| Real-time Fall Detection | 10 | 1 | Mar 19, 2026 | |
| Video Hallucination Evaluation | 10 | 11 | Jun 17, 2026 | |
| Scene Change Detection | 10 | 7 | May 21, 2026 | |
| Pointing game | 10 | 8 | May 19, 2026 | |
| OD/OC segmentation |
| 10 |
| 1 |
| Mar 13, 2026 |
| In-Image Machine Translation Evaluation | 10 | 1 | Feb 19, 2026 |
|---|
| Ego-motion estimation | 10 | 5 | Jun 26, 2026 |
|---|
| Human Animation | 10 | 8 | Jun 29, 2026 |
|---|
| Multi-agent Tracking | 10 | 2 | May 12, 2026 |
|---|
| Illumination Estimation | 10 | 4 | Mar 20, 2026 |
|---|
| Semi-supervised Video Object Segmentation | 10 | 6 | Jul 7, 2026 |
|---|
| Patch-level Histopathology Classification | 10 | 1 | Feb 18, 2026 |
|---|
| Radar Novel View Synthesis | 10 | 2 | May 27, 2026 |
|---|
| SCI Restoration | 10 | 1 | Mar 10, 2026 |
|---|
| Heterogeneous Face Recognition | 10 | 5 | May 19, 2026 |
|---|
| Action-based Video Object Segmentation | 10 | 1 | Mar 5, 2026 |
|---|
| Cardiac MR Registration | 10 | 1 | Mar 4, 2026 |
|---|
| Scene editing | 10 | 7 | Jul 3, 2026 |
|---|
| Audio-Visual Classification | 10 | 18 | Jul 9, 2026 |
|---|
| Image-text alignment | 10 | 7 | Apr 15, 2026 |
|---|
| Super-Resolution (x4) | 10 | 9 | May 22, 2026 |
|---|