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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 |
|---|---|---|---|---|
| Damage Assessment (Healthy/Damaged) | 1 | 1 | Feb 22, 2026 | |
| Nonverbal Visual Reasoning | 1 | 1 | Feb 27, 2026 | |
| Video-level Action Detection | 1 | 1 | Feb 18, 2026 | |
| Image Restoration Potential prediction | 1 | 1 | Feb 18, 2026 | |
| LGE MRI quality assessment | 1 | 1 | Feb 18, 2026 | |
| Keyword-based 3D Medical Image Retrieval | 1 | 1 | Feb 18, 2026 | |
| Shared attention detection | 1 | 1 | Feb 18, 2026 | |
| Fatty Liver Disease Classification | 1 | 1 | Feb 18, 2026 | |
| Age Decade Classification |
| 1 |
| 1 |
| Feb 18, 2026 |
| Label Recovery | 1 | 1 | Feb 18, 2026 |
|---|
| Exemplar-based portrait style transfer | 1 | 1 | Feb 18, 2026 |
|---|
| Instance Orientation Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Pulmonary Artery Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Facial Landmark Alignment | 1 | 1 | Feb 18, 2026 |
|---|
| Screenshot-to-code | 1 | 2 | Feb 19, 2026 |
|---|
| Video-Text Understanding | 1 | 1 | Feb 18, 2026 |
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| Unsupervised Part Discovery | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-task Image-Text Understanding | 1 | 1 | Feb 18, 2026 |
|---|
| Unsupervised Anomaly Localization | 1 | 1 | Feb 18, 2026 |
|---|
| CT Hemorrhage Classification | 1 | 1 | Feb 18, 2026 |
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| CT Fracture Classification | 1 | 1 | Feb 18, 2026 |
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| CT Midline Shift Classification | 1 | 1 | Feb 18, 2026 |
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| Spatial Transcriptomics Interpolation | 1 | 1 | Feb 18, 2026 |
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| RGB-T Saliency Object Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Neuron Concept Annotation | 1 | 1 | Feb 18, 2026 |
|---|