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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 |
|---|---|---|---|---|
| CAM Generation | 1 | 2 | Feb 18, 2026 | |
| Adversarial Super-Resolution targeting YOLO-20 | 1 | 1 | Feb 19, 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 |
| Holistic Multimodal Understanding | 1 | 1 | May 4, 2026 |
|---|
| Multi-view Grounding | 1 | 1 | Feb 19, 2026 |
|---|
| Periapical Lesion Segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| Emphysema Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Missing Attribute Discovery | 1 | 1 | Feb 18, 2026 |
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| SBC vs Cyst/Tumor Classification | 1 | 1 | Feb 20, 2026 |
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| Liver Cyst Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Site Classification | 1 | 1 | Feb 20, 2026 |
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| Facial Expression Classification | 1 | 1 | May 13, 2026 |
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| Compositional Vision-Language Reasoning | 1 | 7 | May 13, 2026 |
|---|
| Image-level External Duplication Detection | 1 | 1 | Feb 20, 2026 |
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| Pixel-level External Duplication Detection | 1 | 1 | Feb 20, 2026 |
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| 5-way 1-shot Few-Shot Classification | 1 | 2 | May 13, 2026 |
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| Input selection | 1 | 1 | Feb 20, 2026 |
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| 5-way 5-shot Few-Shot Classification | 1 | 2 | Mar 19, 2026 |
|---|
| Object Replacement and Style Blending | 1 | 1 | Feb 20, 2026 |
|---|