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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 |
|---|---|---|---|---|
| Category-level 6D Pose and Size Estimation | 2 | 1 | Feb 22, 2026 | |
| Video Emotion Recognition | 2 | 1 | Feb 18, 2026 | |
| Video-driven Talking Head Generation (Cross-Reenactment) | 2 | 1 | Feb 18, 2026 | |
| Transferability Assessment | 2 | 1 | Feb 18, 2026 | |
| Image-to-Image | 2 | 1 | Feb 22, 2026 | |
| Initial agent bounding box generation | 2 | 1 | Feb 18, 2026 | |
| Lane graph generation | 2 | 1 | Feb 18, 2026 | |
| Fine-grained Grounding | 2 | 2 |
| Mar 27, 2026 |
| Model Transferability Assessment | 2 | 1 | Feb 18, 2026 |
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| Video-level crowd counting | 2 | 1 | Feb 22, 2026 |
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| Free-form image cropping | 2 | 2 | May 14, 2026 |
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| Primitive segmentation | 2 | 1 | Feb 22, 2026 |
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| Image-conditioned Object Detection | 2 | 1 | Feb 18, 2026 |
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| Cardiac Phase Detection | 2 | 2 | Jun 23, 2026 |
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| Ischemic Stroke Segmentation | 2 | 2 | Feb 24, 2026 |
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| Language Grounding | 2 | 2 | Mar 10, 2026 |
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| Brain Structure Segmentation | 2 | 3 | Feb 20, 2026 |
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| 3D local descriptor matching | 2 | 2 | Feb 18, 2026 |
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| Generative Image Watermarking | 2 | 2 | Feb 21, 2026 |
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| Class Activation Mapping Evaluation | 2 | 1 | Feb 18, 2026 |
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| 4D Reconstruction and Depth Prediction | 2 | 1 | Feb 22, 2026 |
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| Task Negation | 2 | 3 | May 20, 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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