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 |
|---|---|---|---|---|
| Multi-modal Manipulation Detection and Grounding | 5 | 2 | Mar 13, 2026 | |
| Concept Recognition | 5 | 3 | May 12, 2026 | |
| Visualization Generation | 5 | 2 | Apr 14, 2026 | |
| Location Prediction | 5 | 3 | Jun 9, 2026 | |
| Closed-set Source-Free Domain Adaptation | 5 | 3 | Apr 21, 2026 | |
| Cooperative Perception | 5 | 3 | May 4, 2026 | |
| 3D clothed human reconstruction | 5 | 4 | May 26, 2026 | |
| High-Resolution Visual Perception | 5 | 10 | Jul 2, 2026 | |
| Controlled Caption Generation |
| 5 |
| 2 |
| Feb 25, 2026 |
| Secret recovery | 5 | 3 | Apr 7, 2026 |
|---|
| Degradation Estimation | 5 | 2 | Feb 21, 2026 |
|---|
| Visual Logical Reasoning | 5 | 11 | Apr 28, 2026 |
|---|
| Multi-discipline Multimodal Understanding | 5 | 87 | Jul 8, 2026 |
|---|
| General Visual Reasoning | 5 | 9 | Jul 2, 2026 |
|---|
| Domain-generalised Segmentation | 5 | 1 | Feb 18, 2026 |
|---|
| JPEG artifact reduction | 5 | 8 | May 26, 2026 |
|---|
| Visual Entity Recognition | 5 | 3 | Mar 27, 2026 |
|---|
| Unsupervised anomaly segmentation | 5 | 1 | Feb 18, 2026 |
|---|
| Zero-shot Object Detection | 5 | 6 | Jun 17, 2026 |
|---|
| Albedo Prediction | 5 | 3 | May 7, 2026 |
|---|
| Unsupervised Change Detection | 5 | 1 | Feb 25, 2026 |
|---|
| Gleason Grading | 5 | 5 | May 7, 2026 |
|---|
| Action Caption | 5 | 1 | Feb 25, 2026 |
|---|
| Compressed Video Quality Enhancement | 5 | 2 | Feb 18, 2026 |
|---|
| Diabetic Retinopathy (DR) grading | 5 | 3 | Mar 16, 2026 |
|---|