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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 |
|---|---|---|---|---|
| HER2 status classification | 2 | 3 | Apr 20, 2026 | |
| Concept Activation Analysis | 2 | 1 | Feb 24, 2026 | |
| Single-garment dressing | 2 | 1 | Feb 18, 2026 | |
| Hand Instance Segmentation | 2 | 1 | Feb 27, 2026 | |
| Handwriting Detection | 2 | 1 | Feb 24, 2026 | |
| 5-way few-shot action recognition | 2 | 1 | Feb 24, 2026 | |
| Motion-level Perception | 2 | 1 | Feb 18, 2026 | |
| Image Difference Captioning | 2 | 2 | Mar 9, 2026 | |
| Fine-grained Data Attribution | 2 | 1 | Feb 23, 2026 | |
| XAI Attribution Map Evaluation |
|---|
| 2 |
| 1 |
| Feb 23, 2026 |
| Model Explainability Faithfulness | 2 | 1 | Feb 23, 2026 |
|---|
| Hand-object manipulation video generation | 2 | 2 | Feb 21, 2026 |
|---|
| Annotation | 2 | 2 | Jun 2, 2026 |
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| Driving Video Multi-Choice Question Answering | 2 | 1 | Feb 23, 2026 |
|---|
| Interaction Detection | 2 | 2 | Mar 31, 2026 |
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| Image Warping | 2 | 1 | Feb 22, 2026 |
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| Face Naming | 2 | 1 | Feb 22, 2026 |
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| Image Recoloring | 2 | 1 | Feb 22, 2026 |
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| Paragraph Recognition | 2 | 1 | Feb 22, 2026 |
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| Image Super-Resolution (x4) | 2 | 2 | May 26, 2026 |
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| 3D skeleton-based short-term motion prediction | 2 | 1 | Feb 18, 2026 |
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| Spatial Video Super-Resolution | 2 | 1 | Feb 18, 2026 |
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| Category-level 6D Pose and Size Estimation | 2 | 1 | Feb 22, 2026 |
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| Image-to-Image | 2 | 1 | Feb 22, 2026 |
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| Instance Segmentation Propagation | 2 | 1 | Feb 18, 2026 |
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