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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 |
|---|---|---|---|---|
| SBC vs Cyst/Tumor Classification | 1 | 1 | Feb 20, 2026 | |
| Liver Cyst Segmentation | 1 | 1 | Feb 18, 2026 | |
| Site Classification | 1 | 1 | Feb 20, 2026 | |
| Facial Expression Classification | 1 | 1 | May 13, 2026 | |
| Compositional Vision-Language Reasoning | 1 | 7 | May 13, 2026 | |
| Image-level External Duplication Detection | 1 | 1 | Feb 20, 2026 | |
| Pixel-level External Duplication Detection | 1 | 1 | Feb 20, 2026 | |
| 5-way 1-shot Few-Shot Classification | 1 | 2 | May 13, 2026 | |
| Input selection |
| 1 |
| 1 |
| Feb 20, 2026 |
| 5-way 5-shot Few-Shot Classification | 1 | 2 | Mar 19, 2026 |
|---|
| Object Replacement and Style Blending | 1 | 1 | Feb 20, 2026 |
|---|
| Multi-modal Multi-image Reasoning | 1 | 1 | Feb 20, 2026 |
|---|
| Reference-Aware Face Restoration | 1 | 1 | May 5, 2026 |
|---|
| XAI Attribution | 1 | 1 | Feb 27, 2026 |
|---|
| Fine-grained video-based spatial reasoning | 1 | 1 | Feb 20, 2026 |
|---|
| Immersive Telepresence | 1 | 1 | Feb 20, 2026 |
|---|
| Cerebral artery vessel segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| Font Reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Video Narrating | 1 | 1 | Feb 20, 2026 |
|---|
| Multi-view Mathematical Reasoning | 1 | 1 | Feb 20, 2026 |
|---|
| Joint spatial-temporal video understanding | 1 | 1 | Feb 20, 2026 |
|---|
| Intra-Structural Motion Retargeting | 1 | 1 | Feb 20, 2026 |
|---|
| Talking Face Reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Cross-Structural Motion Retargeting | 1 | 1 | Feb 20, 2026 |
|---|
| Multi-stain histopathology registration | 1 | 1 | Feb 20, 2026 |
|---|