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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 |
|---|---|---|---|---|
| Removal | 3 | 3 | Jun 24, 2026 | |
| Pain Recognition | 3 | 2 | Apr 21, 2026 | |
| Abdominal Segmentation | 3 | 2 | May 13, 2026 | |
| Lesion recognition | 3 | 1 | Mar 4, 2026 | |
| Color Video Completion | 3 | 1 | Mar 4, 2026 | |
| Multi-modal Tracking | 3 | 2 | Mar 17, 2026 | |
| Color Denoising | 3 | 5 | Mar 30, 2026 | |
| Fisheye Image Rectification | 3 | 1 | Feb 18, 2026 | |
| User-Generated Content Video Quality Assessment |
| 3 |
| 2 |
| Feb 18, 2026 |
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 |
|---|
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 |
|---|
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 |
|---|
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 |
|---|
| Color Gaussian Denoising | 3 | 3 | May 26, 2026 |
|---|
| Human Video Animation | 3 | 2 | Feb 19, 2026 |
|---|
| Word Recognition | 3 | 4 | May 26, 2026 |
|---|
| Event-based Image Classification | 3 | 3 | May 12, 2026 |
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| Anomaly Discrimination | 3 | 2 | Feb 19, 2026 |
|---|
| SSL Backdoor Attack | 3 | 1 | Mar 4, 2026 |
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| Thyroid nodule classification | 3 | 2 | Mar 31, 2026 |
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| Stimulus Classification | 3 | 1 | Mar 4, 2026 |
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| Visual puzzle solving | 3 | 3 | Jun 18, 2026 |
|---|
| Classifier-guided posterior sampling | 3 | 1 | Feb 18, 2026 |
|---|
| Similarity Confidence | 3 | 1 | Mar 4, 2026 |
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| Spatial-Temporal Reasoning | 3 | 1 | Mar 4, 2026 |
|---|