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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 |
|---|---|---|---|---|
| Pose Inspection | 1 | 1 | May 1, 2026 | |
| Facial Attribute Manipulation | 1 | 1 | Feb 18, 2026 | |
| Dental Disease Detection | 1 | 1 | Feb 20, 2026 | |
| Joint Deblurring and Video Frame Interpolation | 1 | 1 | Feb 18, 2026 | |
| Dental anatomy segmentation | 1 | 1 | Feb 20, 2026 | |
| Infographic Reconstruction | 1 | 1 | Feb 19, 2026 | |
| Breathing Phase Estimation | 1 | 1 | May 1, 2026 | |
| Skull-stripping | 1 | 1 | Feb 18, 2026 | |
| Structural Health Assessment and Monitoring |
| 1 |
| 1 |
| May 1, 2026 |
| Concept Unlearning (Church) | 1 | 1 | Feb 20, 2026 |
|---|
| Joint Deblur and Rolling Shutter Correction | 1 | 1 | Feb 18, 2026 |
|---|
| Character Replacement | 1 | 1 | Feb 20, 2026 |
|---|
| Video Character Replacement | 1 | 1 | Feb 20, 2026 |
|---|
| Nodule Categorization | 1 | 1 | Feb 18, 2026 |
|---|
| Pericoronitis Detection (Localization and Classification) | 1 | 1 | Feb 20, 2026 |
|---|
| In-context Human Emotion Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Binary Caries Classification | 1 | 1 | Feb 20, 2026 |
|---|
| Jaw Lesion Classification | 1 | 1 | Feb 20, 2026 |
|---|
| General Lesion Detection | 1 | 1 | Feb 20, 2026 |
|---|
| Tooth-level Caries Classification | 1 | 1 | Feb 20, 2026 |
|---|
| Periapical Lesion Segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| Emphysema Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Missing Attribute Discovery | 1 | 1 | Feb 18, 2026 |
|---|
| SBC vs Cyst/Tumor Classification | 1 | 1 | Feb 20, 2026 |
|---|
| Liver Cyst Segmentation | 1 | 1 | Feb 18, 2026 |
|---|