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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 |
|---|---|---|---|---|
| Text-Based Motion Editing | 2 | 1 | Feb 18, 2026 | |
| Face Naming | 2 | 1 | Feb 22, 2026 | |
| Articulated Mesh Reconstruction | 2 | 1 | Feb 18, 2026 | |
| Metastatic region segmentation | 2 | 2 | Feb 18, 2026 | |
| Paragraph Recognition | 2 | 1 | Feb 22, 2026 | |
| Image Recoloring | 2 | 1 | Feb 22, 2026 | |
| Image Super-Resolution (x4) | 2 | 2 | May 26, 2026 | |
| Visual Counterfactual Explanation (Age) | 2 | 1 | Feb 24, 2026 | |
| Category-level 6D Pose and Size Estimation |
| 2 |
| 1 |
| Feb 22, 2026 |
| Spatial Action Grounding | 2 | 1 | Feb 18, 2026 |
|---|
| Pulling Affordance Prediction | 2 | 1 | Feb 18, 2026 |
|---|
| Sketch-based video editing | 2 | 1 | Feb 18, 2026 |
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| Sketch-based Video Generation | 2 | 1 | Feb 18, 2026 |
|---|
| Monocular 360 Depth Estimation | 2 | 2 | Feb 27, 2026 |
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| Primitive segmentation | 2 | 1 | Feb 22, 2026 |
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| Medical Image-Text Classification | 2 | 2 | Mar 17, 2026 |
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| Fine-grained Grounding | 2 | 2 | Mar 27, 2026 |
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| Video-level crowd counting | 2 | 1 | Feb 22, 2026 |
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| Speech-driven gesture synthesis | 2 | 1 | Feb 22, 2026 |
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| Language Grounding | 2 | 2 | Mar 10, 2026 |
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| Metric Learning | 2 | 2 | Jun 4, 2026 |
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| Task Negation | 2 | 3 | May 20, 2026 |
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| 4D Reconstruction and Depth Prediction | 2 | 1 | Feb 22, 2026 |
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| Affine Image Registration | 2 | 1 | Feb 22, 2026 |
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| HOI concept discovery | 2 | 1 | Feb 18, 2026 |
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