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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 |
|---|---|---|---|---|
| Video Corpus Understanding | 2 | 1 | Feb 22, 2026 | |
| Severity Degree Diagnosis | 2 | 1 | Feb 22, 2026 | |
| Temporal Crop Segmentation | 2 | 1 | Feb 20, 2026 | |
| Quality Control | 2 | 1 | Feb 21, 2026 | |
| Video Action Retrieval | 2 | 1 | Feb 20, 2026 | |
| MRI Translation | 2 | 2 | Jun 16, 2026 | |
| Action-conditional motion synthesis | 2 | 2 | Feb 18, 2026 | |
| Label Guidance | 2 | 2 | May 19, 2026 | |
| Thalamic Nuclei Segmentation |
| 2 |
| 1 |
| Feb 21, 2026 |
| Open-vocabulary 3D Scene Understanding | 2 | 2 | May 8, 2026 |
|---|
| Few-shot cross-domain image classification | 2 | 1 | Feb 27, 2026 |
|---|
| Face swap detection | 2 | 1 | Feb 20, 2026 |
|---|
| 360 Depth Estimation | 2 | 2 | Feb 20, 2026 |
|---|
| Visual Entity Disambiguation | 2 | 1 | Feb 18, 2026 |
|---|
| multi-class renal anomaly classification | 2 | 1 | Feb 21, 2026 |
|---|
| Placenta Accreta Spectrum (PAS) Detection | 2 | 1 | Feb 21, 2026 |
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| Distortion Correction | 2 | 1 | Feb 21, 2026 |
|---|
| Robust Watermarking | 2 | 2 | May 26, 2026 |
|---|
| Body Mass Estimation | 2 | 1 | Feb 21, 2026 |
|---|
| Text-driven perpetual scene generation | 2 | 1 | Feb 18, 2026 |
|---|
| ROI Image Compression | 2 | 1 | Feb 21, 2026 |
|---|
| Image Binarization | 2 | 1 | Feb 20, 2026 |
|---|
| CAD classification | 2 | 1 | Feb 21, 2026 |
|---|
| Cornea Endothelial Cell Segmentation | 2 | 1 | Feb 18, 2026 |
|---|
| Reasoning-informed Image Editing | 2 | 6 | Jul 3, 2026 |
|---|