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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 |
|---|---|---|---|---|
| Trajectory Generalization | 2 | 1 | Feb 20, 2026 | |
| Lane change classification | 2 | 1 | Mar 18, 2026 | |
| Synthetic Tasks | 2 | 3 | May 19, 2026 | |
| Bimanual Grasping | 2 | 2 | Jun 9, 2026 | |
| Bag-level Distant Supervision Relation Extraction | 2 | 1 | Feb 18, 2026 | |
| Bimanual Grasp Generation | 2 | 2 | Apr 9, 2026 | |
| Pointwise Localization | 2 | 2 | Feb 18, 2026 | |
| Binary Lane Detection | 2 | 1 | Feb 18, 2026 | |
| Housing prices prediction | 2 | 1 | Mar 18, 2026 |
| Robustness against harmful content generation | 2 | 1 | Feb 20, 2026 |
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| Movie revenues prediction | 2 | 1 | Mar 18, 2026 |
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| Multiclass Lane Detection | 2 | 1 | Feb 18, 2026 |
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| Audio Description | 2 | 2 | Feb 18, 2026 |
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| US accidents prediction | 2 | 1 | Mar 18, 2026 |
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| Big-Bench Hard | 2 | 2 | Apr 21, 2026 |
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| Text Sorting | 2 | 1 | Mar 18, 2026 |
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| Constrained Bidding | 2 | 1 | Feb 20, 2026 |
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| 3D shape recognition | 2 | 12 | Feb 18, 2026 |
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| US elections prediction | 2 | 1 | Mar 18, 2026 |
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| Multi-discipline Multimodal Reasoning | 2 | 3 | Apr 15, 2026 |
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| Factor Loading Estimation | 2 | 1 | Mar 18, 2026 |
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| Re-entrancy Detection | 2 | 1 | Mar 18, 2026 |
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| Instruction-Based Motion Editing | 2 | 1 | Mar 18, 2026 |
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| AND-violation rate estimation | 2 | 1 | Mar 18, 2026 |
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| Pedestrian Image Captioning | 2 | 1 | Feb 18, 2026 |
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