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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 |
|---|---|---|---|---|
| HR estimation | 7 | 4 | Jun 11, 2026 | |
| Fruit Matching | 7 | 1 | Feb 19, 2026 | |
| Vehicle Behavior Classification | 7 | 1 | Feb 18, 2026 | |
| Explanation Accuracy | 7 | 2 | May 15, 2026 | |
| Left ventricular ejection fraction (LVEF) estimation | 7 | 3 | Mar 30, 2026 | |
| Open-set classification | 7 | 2 | Jun 26, 2026 | |
| Hand Detection | 7 | 2 | Jun 17, 2026 | |
| Semantic Localization | 7 | 4 | May 22, 2026 | |
| Layout Estimation | 7 | 3 | Feb 22, 2026 | |
| Traffic Detection |
| 7 |
| 2 |
| Jul 9, 2026 |
| Handwriting trajectory recovery | 7 | 3 | Jul 7, 2026 |
|---|
| Dense Tracking | 7 | 3 | Feb 20, 2026 |
|---|
| Bengali Handwritten Character Recognition | 7 | 2 | Apr 14, 2026 |
|---|
| Adversarial Transfer Attack | 7 | 3 | Jun 30, 2026 |
|---|
| RGB-T Salient Object Detection | 7 | 7 | Jul 1, 2026 |
|---|
| Video Text Spotting | 7 | 2 | Jun 8, 2026 |
|---|
| Audio-Visual Semantic Segmentation | 7 | 8 | May 12, 2026 |
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| Semantic Line Detection | 7 | 3 | Feb 18, 2026 |
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| 3D Human Keypoint Estimation | 7 | 2 | Feb 18, 2026 |
|---|
| Brain MRI registration | 7 | 4 | Jun 24, 2026 |
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| Low-Dose CT Reconstruction | 7 | 3 | May 7, 2026 |
|---|
| Video Deinterlacing | 7 | 1 | Feb 18, 2026 |
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| Human Pose and Shape Estimation | 7 | 7 | Apr 21, 2026 |
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| Cross-modality Person Re-identification | 7 | 11 | Mar 17, 2026 |
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| Caption Generation | 7 | 5 | Jul 2, 2026 |
|---|