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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 |
|---|---|---|---|---|
| Semantic information-guided grasping generation | 2 | 1 | Feb 21, 2026 | |
| Embodied Referring Expression Comprehension | 2 | 1 | Feb 21, 2026 | |
| Visuomotor Manipulation | 2 | 1 | Feb 21, 2026 | |
| Portrait correction | 2 | 1 | Feb 20, 2026 | |
| Heading Angle Prediction | 2 | 1 | Feb 21, 2026 | |
| Rotation correction | 2 | 1 | Feb 20, 2026 | |
| Video Understanding and Reasoning | 2 | 3 | Apr 23, 2026 | |
| Text-to-Humanoid Motion Generation | 2 | 1 | Feb 21, 2026 |
| Lane Tracking | 2 | 2 | Apr 28, 2026 |
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| Extrinsic Camera-LiDAR Calibration | 2 | 1 | Feb 21, 2026 |
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| Wound Classification | 2 | 2 | Feb 21, 2026 |
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| Video-wise Identification | 2 | 1 | Feb 18, 2026 |
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| Landmark identification | 2 | 2 | Feb 23, 2026 |
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| Language-guided grasp detection | 2 | 1 | Feb 21, 2026 |
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| Frame-wise Semantic Risk Detection | 2 | 1 | Feb 21, 2026 |
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| NIR image colorization | 2 | 1 | Feb 18, 2026 |
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| MRI Image Reconstruction | 2 | 2 | Feb 21, 2026 |
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| Multi-label Zero-Shot Classification | 2 | 1 | Feb 27, 2026 |
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| Multi-label Generalized Zero-Shot Classification | 2 | 1 | Feb 27, 2026 |
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| Permuted Image Classification | 2 | 1 | Feb 18, 2026 |
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| Transmission Map Estimation | 2 | 1 | Feb 18, 2026 |
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| sRGB Rendering | 2 | 1 | Feb 18, 2026 |
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| Functional Scene Graph Construction | 2 | 1 | Feb 21, 2026 |
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| Synthetic Image Quality Evaluation | 2 | 2 | Feb 18, 2026 |
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| Pointwise Localization | 2 | 2 | Feb 18, 2026 |
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