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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 |
|---|---|---|---|---|
| Multi-modal Visual Capability | 1 | 3 | Mar 5, 2026 | |
| Region-to-Phrase Grounding | 1 | 1 | Feb 18, 2026 | |
| MRI Reconstruction (Spiral) | 1 | 1 | Feb 18, 2026 | |
| Vision-Language Compositional Evaluation | 1 | 1 | Feb 18, 2026 | |
| Open-set Text Recognition | 1 | 1 | Feb 27, 2026 | |
| Action-free Video Prediction | 1 | 1 | Feb 18, 2026 | |
| Echocardiography Video Segmentation and Ejection Fraction Estimation | 1 | 2 | Feb 20, 2026 | |
| Neuronal Structure Segmentation | 1 | 2 | Feb 18, 2026 | |
| Horizontal Bounding Box Object Detection |
|---|
| 1 |
| 1 |
| Feb 18, 2026 |
| Room Layout Reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Human Motion Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-task Neural Architecture Search | 1 | 1 | Feb 18, 2026 |
|---|
| Impacted Location Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Explanation Heatmap Evaluation | 1 | 1 | Feb 18, 2026 |
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| Hair editing | 1 | 1 | Feb 18, 2026 |
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| Open-world segmentation | 1 | 3 | Feb 18, 2026 |
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| Self-transfer Reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Attribute Binding in Text-to-Image Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Open-ended 3D Object Classification | 1 | 1 | Feb 18, 2026 |
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| Lesion Tagging | 1 | 1 | Feb 18, 2026 |
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| Image Captioning Robustness | 1 | 1 | Feb 18, 2026 |
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| Brightness de-flickering | 1 | 1 | Feb 18, 2026 |
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| Blind Face Video Restoration | 1 | 2 | Feb 18, 2026 |
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| Volumetric Image Segmentation | 1 | 1 | Feb 18, 2026 |
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| Indoor Scene Relighting | 1 | 1 | Feb 18, 2026 |
|---|