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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Unsupervised anomaly segmentation | 5 | 1 | Feb 18, 2026 | |
| Zero-shot Object Detection | 5 | 6 | Jun 17, 2026 | |
| iENE component segmentation | 5 | 1 | Apr 13, 2026 | |
| Multi-modal Manipulation Detection and Grounding | 5 | 2 | Mar 13, 2026 | |
| Secret recovery | 5 | 3 | Apr 7, 2026 | |
| Visual Entity Recognition | 5 | 3 | Mar 27, 2026 | |
| Degradation Estimation | 5 | 2 | Feb 21, 2026 | |
| Visual Logical Reasoning | 5 | 11 | Apr 28, 2026 | |
| Domain-generalised Segmentation |
| 5 |
| 1 |
| Feb 18, 2026 |
| Cooperative Perception | 5 | 3 | May 4, 2026 |
|---|
| Image-to-text | 5 | 4 | Jun 2, 2026 |
|---|
| Compressed Video Quality Enhancement | 5 | 2 | Feb 18, 2026 |
|---|
| Visualization Generation | 5 | 2 | Apr 14, 2026 |
|---|
| Gleason Grading | 5 | 5 | May 7, 2026 |
|---|
| Vehicle Tracking | 5 | 3 | Feb 21, 2026 |
|---|
| Frame-level Face Forgery Detection | 5 | 2 | Feb 18, 2026 |
|---|
| Concealed Object Detection | 5 | 6 | Feb 18, 2026 |
|---|
| Human judgment correlation | 5 | 2 | Feb 18, 2026 |
|---|
| Anomaly Localisation | 5 | 3 | Feb 27, 2026 |
|---|
| High-Resolution Visual Perception | 5 | 10 | Jul 2, 2026 |
|---|
| Diabetic Retinopathy (DR) grading | 5 | 3 | Mar 16, 2026 |
|---|
| Multi-label Chest X-ray Classification | 5 | 5 | Jul 1, 2026 |
|---|
| Semantic Navigation | 5 | 2 | Feb 21, 2026 |
|---|
| Object Instance Segmentation | 5 | 3 | May 12, 2026 |
|---|
| Hand-Object Interaction Detection | 5 | 3 | Jun 17, 2026 |
|---|