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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 |
|---|---|---|---|---|
| Speech-driven gesture synthesis | 2 | 1 | Feb 22, 2026 | |
| Reconstruction Robustness | 2 | 1 | Feb 18, 2026 | |
| Long-sequence modeling | 2 | 5 | Feb 25, 2026 | |
| Fine-grained Grounding | 2 | 2 | Mar 27, 2026 | |
| text-to-motion mapping | 2 | 30 | Jun 23, 2026 | |
| Video-level crowd counting | 2 | 1 | Feb 22, 2026 | |
| Incremental Unlearning | 2 | 1 | Feb 18, 2026 | |
| Language Grounding | 2 | 2 | Mar 10, 2026 | |
| Motion generation from hand-tracking signal |
| 2 |
| 1 |
| Feb 18, 2026 |
| Category-level 6D Pose and Size Estimation | 2 | 1 | Feb 22, 2026 |
|---|
| Primitive segmentation | 2 | 1 | Feb 22, 2026 |
|---|
| Point-level 3D Anomaly Detection | 2 | 2 | Mar 27, 2026 |
|---|
| Full-body motion generation | 2 | 1 | Feb 18, 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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| Flake Detection | 2 | 1 | Feb 22, 2026 |
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| Over-exposure Diagnostic | 2 | 1 | Feb 22, 2026 |
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| Motion Quality Assessment | 2 | 2 | Feb 24, 2026 |
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| Infrared Small Target Segmentation | 2 | 1 | Feb 22, 2026 |
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| Video Copy Detection | 2 | 2 | Apr 24, 2026 |
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| Human Motion Fidelity Evaluation | 2 | 1 | Feb 22, 2026 |
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| White Matter Hyperintensity Segmentation | 2 | 2 | Feb 24, 2026 |
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| Cross-Modal Scene Retrieval (Image to Point Cloud) | 2 | 1 | Feb 27, 2026 |
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| Face Morphing Attack | 2 | 2 | Apr 24, 2026 |
|---|