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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 |
|---|---|---|---|---|
| Anomalous Relationship Detection | 2 | 1 | Mar 18, 2026 | |
| Bimanual Grasping | 2 | 2 | Jun 9, 2026 | |
| Factor Loading Estimation | 2 | 1 | Mar 18, 2026 | |
| Lift Peach | 2 | 1 | Mar 18, 2026 | |
| 3D Pose Prediction | 2 | 1 | Feb 18, 2026 | |
| Procedural mistake detection | 2 | 2 | Jun 25, 2026 | |
| Fill-in-the-blanks | 2 | 1 | Feb 18, 2026 | |
| Robot Hand Manipulation | 2 | 1 | Mar 18, 2026 | |
| Few-shot Cancer Subtype Classification | 2 | 1 |
| Feb 18, 2026 |
| Charge density prediction | 2 | 1 | Feb 18, 2026 |
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| Document Sentiment Classification | 2 | 1 | Feb 18, 2026 |
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| Blind Motion Deblurring | 2 | 2 | Feb 18, 2026 |
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| Overlapped Named Entity Recognition | 2 | 1 | Feb 18, 2026 |
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| 3D Medical Shape Disentanglement | 2 | 1 | Mar 18, 2026 |
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| Bigram Language Modeling | 2 | 1 | Feb 18, 2026 |
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| Panoptic Scene Completion | 2 | 1 | Feb 18, 2026 |
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| chemistry reasoning | 2 | 3 | Jul 2, 2026 |
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| Compliance Classification | 2 | 2 | May 25, 2026 |
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| Multi-Evidence Aggregation | 2 | 2 | Mar 18, 2026 |
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| Backdoor Rectification | 2 | 1 | Mar 18, 2026 |
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| 3D Deformable Image Registration | 2 | 1 | Mar 18, 2026 |
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| Dynamic Manipulation | 2 | 3 | Jul 7, 2026 |
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| Moral Alignment Evaluation | 2 | 1 | Mar 17, 2026 |
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| Multi-step navigation and information location | 2 | 1 | Mar 17, 2026 |
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| Homogeneous Image Dehazing | 2 | 1 | Feb 18, 2026 |
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