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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 |
|---|---|---|---|---|
| Paragraph Recognition | 2 | 1 | Feb 22, 2026 | |
| Face Naming | 2 | 1 | Feb 22, 2026 | |
| Image Recoloring | 2 | 1 | Feb 22, 2026 | |
| Image Super-Resolution (x4) | 2 | 2 | May 26, 2026 | |
| HER2 status classification | 2 | 3 | Apr 20, 2026 | |
| Camera Pose Recovery | 2 | 2 | Feb 18, 2026 | |
| Image Warping | 2 | 1 | Feb 22, 2026 | |
| Multiple Sclerosis Lesion Segmentation | 2 | 1 | Feb 18, 2026 | |
| Part Instance Segmentation | 2 |
| 1 |
| Feb 18, 2026 |
| Scene Pose Regression | 2 | 1 | Feb 18, 2026 |
|---|
| Speech-driven gesture synthesis | 2 | 1 | Feb 22, 2026 |
|---|
| Image-to-Image | 2 | 1 | Feb 22, 2026 |
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| Face image reconstruction | 2 | 3 | Jun 5, 2026 |
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| Auto-regressive scene extension | 2 | 1 | Feb 18, 2026 |
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| Fine-grained Grounding | 2 | 2 | Mar 27, 2026 |
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| Motion Reasoning | 2 | 2 | Mar 4, 2026 |
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| Video-level crowd counting | 2 | 1 | Feb 22, 2026 |
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| Facial Action Unit Recognition | 2 | 2 | Feb 18, 2026 |
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| Visual Perception & Contextual Understanding | 2 | 1 | Feb 18, 2026 |
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| Reference-based Image Super-Resolution | 2 | 3 | Jun 30, 2026 |
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| Category-level 6D Pose and Size Estimation | 2 | 1 | Feb 22, 2026 |
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| Primitive segmentation | 2 | 1 | Feb 22, 2026 |
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| Language Grounding | 2 | 2 | Mar 10, 2026 |
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| Initial Scene Generation | 2 | 4 | Mar 19, 2026 |
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| Video Copy Detection | 2 | 2 | Apr 24, 2026 |
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