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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 |
|---|---|---|---|---|
| Quantity-level Frame Prediction | 2 | 1 | Feb 18, 2026 | |
| Urban Sensing | 2 | 1 | Mar 13, 2026 | |
| Persona Role-Playing Faithfulness | 2 | 1 | Feb 18, 2026 | |
| Knowledge-aware Visual Question Answering | 2 | 1 | Feb 18, 2026 | |
| Lexical Semantics | 2 | 1 | Feb 18, 2026 | |
| ODE Trajectory Fitting | 2 | 1 | Mar 13, 2026 | |
| ODE Parameter Recovery | 2 | 1 | Mar 13, 2026 | |
| Ovarian Cancer Detection | 2 | 1 | Mar 13, 2026 | |
| Gene Expression CAGE Prediction | 2 | 1 | Mar 13, 2026 |
| Federated OOD Generalization | 2 | 2 | Mar 18, 2026 |
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| Federated Out-of-Distribution Detection | 2 | 2 | Mar 18, 2026 |
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| Automatic ontology evaluation | 2 | 1 | Mar 13, 2026 |
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| Climate Prediction | 2 | 1 | Feb 18, 2026 |
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| Stackelberg Security Games (SSG) with Quantal Response Optimization | 2 | 1 | Feb 18, 2026 |
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| Self Driving | 2 | 2 | Mar 10, 2026 |
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| Edge Segmentation | 2 | 1 | Mar 13, 2026 |
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| Video Game Playing | 2 | 1 | Feb 18, 2026 |
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| In-domain corpus poisoning attack | 2 | 3 | Jun 11, 2026 |
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| Healthcare diagnostic prediction | 2 | 1 | Mar 13, 2026 |
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| Makarov Lower Bound Estimation | 2 | 1 | Mar 13, 2026 |
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| Makarov Upper Bound Estimation | 2 | 1 | Mar 13, 2026 |
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| Makarov Bound Estimation | 2 | 1 | Mar 13, 2026 |
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| GUI Visual Grounding | 2 | 2 | Feb 18, 2026 |
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| Visual Relation Tagging | 2 | 2 | Feb 22, 2026 |
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| Semantic-based Part Segmentation | 2 | 1 | Feb 18, 2026 |
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