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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 |
|---|---|---|---|---|
| Target Generation | 4 | 1 | Feb 18, 2026 | |
| Air pollution forecasting | 4 | 1 | Feb 27, 2026 | |
| Dialogue Agent Interaction | 4 | 2 | Mar 4, 2026 | |
| Predictive process monitoring | 4 | 1 | Mar 31, 2026 | |
| Object Insertion | 4 | 4 | Jun 29, 2026 | |
| Triplet Alignment | 4 | 2 | May 28, 2026 | |
| Attention Heatmap Prediction | 4 | 2 | Feb 25, 2026 | |
| Muscle fatigue recognition | 4 | 1 | Mar 31, 2026 | |
| Turn-taking detection | 4 | 2 | Apr 23, 2026 |
| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
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| Output-based feature description evaluation | 4 | 1 | Feb 18, 2026 |
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| Input-based feature description evaluation | 4 | 1 | Feb 18, 2026 |
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| Electronic structure evaluation time | 4 | 1 | Feb 18, 2026 |
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| Topic Generation | 4 | 2 | Feb 19, 2026 |
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| Closed QA | 4 | 3 | May 22, 2026 |
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| AADT Prediction | 4 | 2 | Mar 30, 2026 |
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| Video Adverse Weather Removal | 4 | 2 | Mar 4, 2026 |
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| Intelligent Beam Selection | 4 | 1 | Feb 21, 2026 |
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| Mortality risk prediction | 4 | 1 | Feb 21, 2026 |
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| Primate Behavior Recognition | 4 | 1 | Mar 30, 2026 |
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| Carbon-aware Flexible Job Shop Scheduling | 4 | 1 | Feb 21, 2026 |
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| Damage Localization | 4 | 2 | May 21, 2026 |
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| Water Demand Forecasting | 4 | 1 | Feb 21, 2026 |
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| Short-term Water Demand Forecasting | 4 | 1 | Feb 21, 2026 |
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| Position Prediction | 4 | 2 | Feb 18, 2026 |
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