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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 |
|---|---|---|---|---|
| 3D Anomaly Localization | 2 | 4 | Jun 18, 2026 | |
| Brain Metastases Segmentation | 2 | 1 | Feb 18, 2026 | |
| Single Image to 3D Reconstruction | 2 | 1 | Feb 18, 2026 | |
| Tooth instance segmentation | 2 | 2 | Feb 18, 2026 | |
| Concept Activation Analysis | 2 | 1 | Feb 24, 2026 | |
| Hand Instance Segmentation | 2 | 1 | Feb 27, 2026 | |
| Pose Registration | 2 | 2 | Mar 19, 2026 | |
| Fine-grained Data Attribution | 2 | 1 | Feb 23, 2026 | |
| Annotation |
| 2 |
| 2 |
| Jun 2, 2026 |
| Zero-shot Part Segmentation | 2 | 1 | Feb 18, 2026 |
|---|
| XAI Attribution Map Evaluation | 2 | 1 | Feb 23, 2026 |
|---|
| Map-view Semantic Segmentation | 2 | 2 | Feb 18, 2026 |
|---|
| Universal Image Embedding | 2 | 1 | Feb 18, 2026 |
|---|
| 2D/3D Image Registration | 2 | 2 | Feb 18, 2026 |
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| Handwriting Detection | 2 | 1 | Feb 24, 2026 |
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| Model Explainability Faithfulness | 2 | 1 | Feb 23, 2026 |
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| Scene labeling | 2 | 2 | Feb 18, 2026 |
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| Indoor Object Detection | 2 | 2 | Feb 18, 2026 |
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| Image Recoloring | 2 | 1 | Feb 22, 2026 |
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| Image Super-Resolution (x4) | 2 | 2 | May 26, 2026 |
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| Grounded Open Vocabulary Acquisition | 2 | 1 | Feb 18, 2026 |
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| Image Warping | 2 | 1 | Feb 22, 2026 |
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| Cross-domain Video Classification | 2 | 1 | Feb 18, 2026 |
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| Multitemporal Super-Resolution | 2 | 1 | Feb 18, 2026 |
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| Face Naming | 2 | 1 | Feb 22, 2026 |
|---|