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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 |
|---|---|---|---|---|
| Personality Trait Steering | 5 | 1 | Feb 19, 2026 | |
| Multivariate Causal Ordering | 5 | 1 | Apr 7, 2026 | |
| Unsupervised Image Hashing | 5 | 1 | Apr 7, 2026 | |
| Participating Media Relighting and View Synthesis | 5 | 1 | Feb 18, 2026 | |
| Historical Appearance Restoration | 5 | 1 | Feb 18, 2026 | |
| Positioning Accuracy | 5 | 3 | Mar 13, 2026 | |
| Machine Translation (X→En) | 5 | 2 | Apr 27, 2026 | |
| Dynamic Programming | 5 | 1 | Feb 27, 2026 | |
| Abnormal Behavior Detection | 5 | 1 | Apr 7, 2026 |
| Task Generalization | 5 | 2 | Feb 18, 2026 |
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| Treatment Planning | 5 | 4 | May 8, 2026 |
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| Multitask protein function prediction | 5 | 1 | Feb 18, 2026 |
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| Plug Insertion | 5 | 3 | Jul 3, 2026 |
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| Race Condition Detection | 5 | 1 | Apr 6, 2026 |
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| Knowledge gap detection | 5 | 1 | Apr 6, 2026 |
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| Nodule Classification | 5 | 2 | Jun 23, 2026 |
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| Long-horizon navigation | 5 | 2 | May 19, 2026 |
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| User Preference Evaluation | 5 | 2 | Apr 14, 2026 |
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| Ordinal Consistency | 5 | 1 | Feb 21, 2026 |
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| Spotting | 5 | 2 | Jun 30, 2026 |
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| Short-Term Planning | 5 | 2 | Feb 19, 2026 |
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| Rule Discovery | 5 | 2 | Jun 29, 2026 |
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| Model Training | 5 | 2 | Apr 15, 2026 |
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| Energy Estimation | 5 | 3 | Mar 4, 2026 |
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| Robot Dynamics Modeling | 5 | 4 | Jun 11, 2026 |
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