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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 |
|---|---|---|---|---|
| Visual Logical Reasoning | 5 | 11 | Apr 28, 2026 | |
| Map Segmentation | 5 | 15 | Jul 8, 2026 | |
| Tumor Detection and Segmentation | 5 | 1 | Feb 18, 2026 | |
| Optic Flow Estimation | 5 | 4 | May 26, 2026 | |
| Lip-syncing | 5 | 3 | Feb 20, 2026 | |
| Head Avatar Synthesis | 5 | 2 | Feb 18, 2026 | |
| Action Caption | 5 | 1 | Feb 25, 2026 | |
| Multi-label CXR Classification | 5 | 1 | Feb 18, 2026 | |
| Albedo Prediction |
| 5 |
| 3 |
| May 7, 2026 |
| Social Gaze Prediction | 5 | 2 | May 27, 2026 |
|---|
| Unsupervised Change Detection | 5 | 1 | Feb 25, 2026 |
|---|
| General Visual Reasoning | 5 | 9 | Jul 2, 2026 |
|---|
| Diabetic Retinopathy (DR) grading | 5 | 3 | Mar 16, 2026 |
|---|
| Closed-set Source-Free Domain Adaptation | 5 | 3 | Apr 21, 2026 |
|---|
| Forgery Reasoning | 5 | 2 | Mar 10, 2026 |
|---|
| Image Relighting | 5 | 6 | May 13, 2026 |
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| Physical table structure recognition | 5 | 3 | Feb 18, 2026 |
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| Leaf Segmentation | 5 | 3 | Feb 24, 2026 |
|---|
| Foil Detection | 5 | 1 | Feb 18, 2026 |
|---|
| Poster Layout Generation | 5 | 3 | Feb 20, 2026 |
|---|
| LiDAR Panoptic Segmentation | 5 | 11 | Mar 17, 2026 |
|---|
| Secret recovery | 5 | 3 | Apr 7, 2026 |
|---|
| OCR & Document Understanding | 5 | 9 | Jul 1, 2026 |
|---|
| Visual Entity Recognition | 5 | 3 | Mar 27, 2026 |
|---|
| RGB-guided NIR Super-Resolution | 5 | 1 | Feb 24, 2026 |
|---|