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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 |
|---|---|---|---|---|
| Novel View Synthesis and Camera Parameter Estimation | 1 | 1 | Feb 18, 2026 | |
| Video Text Editing | 1 | 1 | Jun 23, 2026 | |
| OAR Dosimetric Quality Evaluation | 1 | 1 | Feb 20, 2026 | |
| Composite Geometric Image Editing | 1 | 1 | Jun 23, 2026 | |
| Eye Gaze Prediction | 1 | 1 | Feb 20, 2026 | |
| Video understanding and retrieval | 1 | 1 | Jun 23, 2026 | |
| Monocular 3D Tracking | 1 | 1 | Feb 18, 2026 | |
| Fire Damage Classification | 1 | 1 | Feb 21, 2026 |
| Multi-task Learning (Segmentation, Part Segmentation, Disparity) | 1 | 1 | Feb 21, 2026 |
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| Multi-task Learning (40 facial attribute classification) | 1 | 1 | Feb 21, 2026 |
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| Low-level Visual Reasoning | 1 | 1 | Feb 21, 2026 |
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| General Robustness and Detection Evaluation | 1 | 1 | Feb 21, 2026 |
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| Subset Forgetting | 1 | 1 | Feb 21, 2026 |
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| Winograd Numerical Stability Improvement | 1 | 1 | Feb 21, 2026 |
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| Controllable Multi-view Video Generation | 1 | 1 | Feb 18, 2026 |
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| INT8 Winograd Convolution | 1 | 1 | Feb 21, 2026 |
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| Motion Interpolation | 1 | 1 | Feb 18, 2026 |
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| Leukemia classification | 1 | 1 | Feb 21, 2026 |
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| Electrogram reconstruction from Body Surface Potential Maps | 1 | 1 | Feb 21, 2026 |
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| Slide-level Pathology Prediction | 1 | 1 | Feb 21, 2026 |
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| Visual Field Prediction | 1 | 1 | Feb 21, 2026 |
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| Unsupervised character discovery | 1 | 1 | Feb 18, 2026 |
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| Object Attribute Prediction | 1 | 2 | Feb 18, 2026 |
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| Vessel Destination Estimation | 1 | 1 | Feb 21, 2026 |
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| Binary Localization Prediction | 1 | 1 | Feb 21, 2026 |
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