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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 |
|---|---|---|---|---|
| Database Searching | 2 | 1 | Mar 17, 2026 | |
| 3D Intention Prediction | 2 | 1 | Mar 17, 2026 | |
| Continual Robot Manipulation | 2 | 2 | Jun 26, 2026 | |
| fMRI time series forecasting | 2 | 1 | Mar 17, 2026 | |
| Reach-avoid navigation | 2 | 2 | Jun 23, 2026 | |
| Put-Three-Balls-in-Drawer | 2 | 1 | Mar 17, 2026 | |
| Neural Speech Decoding | 2 | 1 | Mar 17, 2026 | |
| Multi-instance 3D registration | 2 | 1 | Feb 27, 2026 | |
| Cascading risk detection |
| 2 |
| 1 |
| Mar 17, 2026 |
| Point cloud data completion | 2 | 1 | Mar 17, 2026 |
|---|
| Bidding Environment Dynamics Forecasting | 2 | 1 | Mar 17, 2026 |
|---|
| Inverse coefficient identification | 2 | 1 | Feb 18, 2026 |
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| Yes/No Medical Visual Question Answering | 2 | 1 | Mar 17, 2026 |
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| Forensic Attribution | 2 | 2 | May 25, 2026 |
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| Open-ended Medical Visual Question Answering | 2 | 1 | Mar 17, 2026 |
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| Manufacturing Cell Formation | 2 | 1 | Mar 17, 2026 |
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| Category-level 9D Pose Estimation | 2 | 2 | Mar 11, 2026 |
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| TAD | 2 | 1 | Feb 18, 2026 |
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| MR | 2 | 1 | Feb 18, 2026 |
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| Mask-based Concept Annotation | 2 | 1 | Feb 18, 2026 |
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| 3D Object Detection (Car) | 2 | 3 | Feb 22, 2026 |
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| Chart-to-Code | 2 | 2 | Mar 17, 2026 |
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| spatial-text human motion controllability | 2 | 1 | Mar 16, 2026 |
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| Human motion controllability | 2 | 1 | Mar 16, 2026 |
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| General Layout Estimation | 2 | 1 | Feb 18, 2026 |
|---|