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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 |
|---|---|---|---|---|
| Temporal and Spatial Super-Resolution (x4) | 1 | 1 | Mar 4, 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 | |
| Visualization Recommendation (Design Choices) | 1 | 1 | Mar 4, 2026 | |
| Hair editing | 1 | 1 | Feb 18, 2026 | |
| Open-world segmentation | 1 | 3 | Feb 18, 2026 | |
| 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 |
|---|
| Lesion Tagging | 1 | 1 | Feb 18, 2026 |
|---|
| Image Captioning Robustness | 1 | 1 | Feb 18, 2026 |
|---|
| Brightness de-flickering | 1 | 1 | Feb 18, 2026 |
|---|
| Blind Face Video Restoration | 1 | 2 | Feb 18, 2026 |
|---|
| Volumetric Image Segmentation | 1 | 1 | Feb 18, 2026 |
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| Indoor Scene Relighting | 1 | 1 | Feb 18, 2026 |
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| Indoor Scene Segmentation | 1 | 3 | Feb 18, 2026 |
|---|
| Burst Joint Denoising and Demosaicking | 1 | 1 | Feb 18, 2026 |
|---|
| Surgical Tool Segmentation | 1 | 1 | Feb 18, 2026 |
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| Tool Segmentation | 1 | 1 | Feb 18, 2026 |
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| Scene Text Erasure | 1 | 1 | Feb 18, 2026 |
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| Unsupervised Registration | 1 | 1 | Feb 18, 2026 |
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| x-y position decoding (smoothing) | 1 | 1 | Feb 18, 2026 |
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| x-y position decoding (prediction) | 1 | 1 | Feb 18, 2026 |
|---|
| Closed-set Face Search | 1 | 2 | Feb 18, 2026 |
|---|