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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 |
|---|---|---|---|---|
| High Dynamic Range Imaging | 2 | 2 | May 28, 2026 | |
| Cross-view Image Translation (a2g) | 2 | 1 | Feb 18, 2026 | |
| Cross-view Image Translation (g2a) | 2 | 1 | Feb 18, 2026 | |
| Lung Cancer Malignancy Classification | 2 | 1 | Feb 19, 2026 | |
| Curvilinear Structure Segmentation | 2 | 1 | Feb 19, 2026 | |
| Sketch-to-Real Person Re-identification | 2 | 1 | Feb 22, 2026 | |
| Extrapolation Detection | 2 | 1 | Feb 22, 2026 | |
| Crack Restoration | 2 | 1 | Feb 22, 2026 | |
| Video Corpus Understanding |
|---|
| 2 |
| 1 |
| Feb 22, 2026 |
| Stitching prediction | 2 | 1 | Feb 19, 2026 |
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| Streamline Classification | 2 | 1 | Feb 22, 2026 |
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| Sewing Pattern Panel Quality Estimation | 2 | 1 | Feb 19, 2026 |
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| Max Pooling 3D | 2 | 1 | Feb 27, 2026 |
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| Severity Degree Diagnosis | 2 | 1 | Feb 22, 2026 |
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| Artistic Image Retrieval | 2 | 1 | Feb 19, 2026 |
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| Image-to-Brain Signal Generation | 2 | 1 | Feb 22, 2026 |
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| Deepfake Detection Attack | 2 | 1 | Feb 21, 2026 |
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| Referring Expression Retrieval | 2 | 1 | Feb 21, 2026 |
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| Quality Control | 2 | 1 | Feb 21, 2026 |
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| Label Guidance | 2 | 2 | May 19, 2026 |
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| Few-shot cross-domain image classification | 2 | 1 | Feb 27, 2026 |
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| Thalamic Nuclei Segmentation | 2 | 1 | Feb 21, 2026 |
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| Shape-to-Text retrieval | 2 | 2 | Apr 27, 2026 |
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| multi-class renal anomaly classification | 2 | 1 | Feb 21, 2026 |
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| Object-level 3D Reconstruction | 2 | 3 | Jun 11, 2026 |
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