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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 |
|---|---|---|---|---|
| Multivariate Causal Ordering | 5 | 1 | Apr 7, 2026 | |
| DDIE generation | 5 | 1 | Feb 18, 2026 | |
| Brain MRI Synthesis | 5 | 2 | Jun 9, 2026 | |
| Early Rumor Detection | 5 | 1 | Feb 19, 2026 | |
| LiDAR Panoptic Segmentation | 5 | 11 | Mar 17, 2026 | |
| Speech Function Calling | 5 | 1 | Feb 19, 2026 | |
| Human-Metric Correlation | 5 | 1 | Feb 19, 2026 | |
| Source Counting | 5 | 1 | Feb 18, 2026 | |
| Particle Dynamics Prediction | 5 | 1 | Feb 18, 2026 | |
| Event sequence classification |
|---|
| 5 |
| 2 |
| May 11, 2026 |
| Abnormal Behavior Detection | 5 | 1 | Apr 7, 2026 |
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| Medical Landmark Detection | 5 | 2 | Jul 7, 2026 |
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| SASV | 5 | 1 | Feb 21, 2026 |
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| Triangle Counting | 5 | 4 | May 12, 2026 |
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| Machine Unlearning Evaluation | 5 | 2 | Mar 31, 2026 |
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| User Authentication | 5 | 3 | Apr 10, 2026 |
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| Cerebral Lesion Segmentation | 5 | 2 | May 1, 2026 |
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| Race Condition Detection | 5 | 1 | Apr 6, 2026 |
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| Dialect Classification | 5 | 4 | Jun 18, 2026 |
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| Authenticity Classification | 5 | 1 | Feb 21, 2026 |
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| Supervised Graph Prediction | 5 | 1 | Feb 27, 2026 |
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| Positioning Accuracy | 5 | 3 | Mar 13, 2026 |
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| Theme Detection | 5 | 2 | Mar 31, 2026 |
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| Finger Turn hard | 5 | 5 | May 18, 2026 |
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| Walker Run | 5 | 6 | Jun 30, 2026 |
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