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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 |
|---|---|---|---|---|
| Distance Minimization | 9 | 2 | Jun 26, 2026 | |
| Drivable Area Segmentation | 9 | 9 | Mar 31, 2026 | |
| Behavior Abstraction Detection | 9 | 1 | Feb 22, 2026 | |
| Image Representation | 9 | 6 | Jun 5, 2026 | |
| Aspect-Opinion Pair Extraction | 9 | 6 | Feb 27, 2026 | |
| Long-term Memory Question Answering | 9 | 8 | Jun 23, 2026 | |
| Marginal Likelihood Estimation | 9 | 2 | Feb 18, 2026 | |
| Multi-Query Associative Recall | 9 | 4 | Jul 7, 2026 | |
| Illuminant Estimation | 9 | 5 | Jun 15, 2026 | |
| 9 |
| 6 |
| Jun 29, 2026 |
| Affordance Reasoning | 9 | 4 | Jun 5, 2026 |
|---|
| 3D Object Retrieval | 9 | 2 | Apr 23, 2026 |
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| Long-tail Image Classification | 9 | 14 | Feb 27, 2026 |
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| Generic Event Boundary Detection | 9 | 7 | Jun 11, 2026 |
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| Node Selection | 9 | 2 | May 29, 2026 |
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| ICU Admission prediction | 9 | 2 | Mar 18, 2026 |
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| Embedding Table Placement | 9 | 1 | Feb 18, 2026 |
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| Unsupervised Machine Translation | 9 | 1 | Feb 18, 2026 |
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| Category-level 6D Object Pose Estimation | 9 | 9 | Jun 23, 2026 |
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| Outcome Prediction | 9 | 4 | Jun 26, 2026 |
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| Infrared-Visible Video Fusion | 9 | 2 | May 26, 2026 |
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| Surgical Video Question Answering | 9 | 4 | Jun 17, 2026 |
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| Joint audio-video generation | 9 | 8 | May 13, 2026 |
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| Human move prediction | 9 | 2 | May 20, 2026 |
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| Evolutionary Multi-Task Optimization | 9 | 1 | Apr 1, 2026 |
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