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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 |
|---|---|---|---|---|
| Sketch-to-Real Person Re-identification | 2 | 1 | Feb 22, 2026 | |
| Crack Restoration | 2 | 1 | Feb 22, 2026 | |
| Shape-to-Text retrieval | 2 | 2 | Apr 27, 2026 | |
| Max Pooling 3D | 2 | 1 | Feb 27, 2026 | |
| Object-level 3D Reconstruction | 2 | 3 | Jun 11, 2026 | |
| Joint Denoising & Deblurring | 2 | 1 | Feb 18, 2026 | |
| Multi-round interactive segmentation | 2 | 1 | Feb 19, 2026 | |
| CSI Restoration | 2 | 1 | Feb 19, 2026 | |
| Flower Classification |
| 2 |
| 1 |
| Feb 19, 2026 |
| Video Corpus Understanding | 2 | 1 | Feb 22, 2026 |
|---|
| Streamline Classification | 2 | 1 | Feb 22, 2026 |
|---|
| Fetal Brain MR Segmentation | 2 | 1 | Feb 19, 2026 |
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| Deepfake Detection Attack | 2 | 1 | Feb 21, 2026 |
|---|
| Infrared Small Target Segmentation | 2 | 1 | Feb 22, 2026 |
|---|
| RBC classification | 2 | 1 | Feb 18, 2026 |
|---|
| Multi-class OOD detection | 2 | 1 | Feb 18, 2026 |
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| Severity Degree Diagnosis | 2 | 1 | Feb 22, 2026 |
|---|
| Image Saliency Prediction | 2 | 2 | Feb 20, 2026 |
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| Cooperative Vision-and-Dialog Navigation | 2 | 3 | Jun 4, 2026 |
|---|
| Anatomy-Grounded Report Generation | 2 | 1 | Feb 19, 2026 |
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| Few-shot cross-domain image classification | 2 | 1 | Feb 27, 2026 |
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| Vertebra Level Fracture Recognition | 2 | 1 | Feb 19, 2026 |
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| Label Guidance | 2 | 2 | May 19, 2026 |
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| Thalamic Nuclei Segmentation | 2 | 1 | Feb 21, 2026 |
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| Body Mass Estimation | 2 | 1 | Feb 21, 2026 |
|---|