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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 |
|---|---|---|---|---|
| Anatomy-Grounded Report Generation | 2 | 1 | Feb 19, 2026 | |
| Extrapolation Detection | 2 | 1 | Feb 22, 2026 | |
| Max Pooling 3D | 2 | 1 | Feb 27, 2026 | |
| Vertebra Level Fracture Recognition | 2 | 1 | Feb 19, 2026 | |
| Video Corpus Understanding | 2 | 1 | Feb 22, 2026 | |
| Streamline Classification | 2 | 1 | Feb 22, 2026 | |
| Severity Degree Diagnosis | 2 | 1 | Feb 22, 2026 | |
| Referring Expression Retrieval | 2 | 1 | Feb 21, 2026 | |
| Supervised Image Retrieval |
| 2 |
| 1 |
| Feb 18, 2026 |
| View Classification | 2 | 2 | Feb 20, 2026 |
|---|
| Deepfake Detection Attack | 2 | 1 | Feb 21, 2026 |
|---|
| Red blood cell classification | 2 | 2 | Feb 27, 2026 |
|---|
| Relative Position Reasoning | 2 | 1 | Feb 19, 2026 |
|---|
| Video Multi-choice Question Answering | 2 | 1 | Feb 18, 2026 |
|---|
| Quality Control | 2 | 1 | Feb 21, 2026 |
|---|
| Pose-dependent clothing prediction | 2 | 1 | Feb 18, 2026 |
|---|
| Face Swapping Protection | 2 | 1 | Feb 19, 2026 |
|---|
| Label Guidance | 2 | 2 | May 19, 2026 |
|---|
| Product Retrieval (text-to-vision) | 2 | 1 | Feb 27, 2026 |
|---|
| Fashion Image Retrieval | 2 | 1 | Feb 19, 2026 |
|---|
| Few-shot cross-domain image classification | 2 | 1 | Feb 27, 2026 |
|---|
| 2-Task Learning | 2 | 1 | Feb 27, 2026 |
|---|
| Component Detection | 2 | 2 | Feb 18, 2026 |
|---|
| multi-class renal anomaly classification | 2 | 1 | Feb 21, 2026 |
|---|
| Triplet Association | 2 | 2 | Feb 18, 2026 |
|---|