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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 |
|---|---|---|---|---|
| Brain functional connectivity estimation | 2 | 1 | Feb 18, 2026 | |
| Knowledge Base Stealing | 2 | 1 | Feb 19, 2026 | |
| Belt Crack Detection | 2 | 1 | Mar 25, 2026 | |
| Federated Time Series Forecasting | 2 | 1 | Mar 25, 2026 | |
| Emergency Response | 2 | 1 | Mar 25, 2026 | |
| Input Discrimination | 2 | 1 | Mar 25, 2026 | |
| Music Question Answering | 2 | 2 | Jun 24, 2026 | |
| Deep Leakage Defense | 2 | 3 | Jun 2, 2026 | |
| Robust Steganography | 2 | 2 |
| Mar 9, 2026 |
| Partial Differential Equation Discovery | 2 | 2 | Mar 25, 2026 |
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| 3D Human Shape Estimation | 2 | 7 | Feb 22, 2026 |
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| Image Complexity Assessment | 2 | 1 | Mar 25, 2026 |
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| Chemical Mechanism Reduction | 2 | 1 | Mar 25, 2026 |
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| reconstruction quality | 2 | 1 | Mar 25, 2026 |
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| Review classification | 2 | 2 | Apr 20, 2026 |
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| Eavesdropping Security Evaluation | 2 | 1 | Feb 19, 2026 |
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| Open-loop prediction | 2 | 2 | Apr 7, 2026 |
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| Multi-hop numeric reasoning QA | 2 | 1 | Feb 19, 2026 |
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| Autofocus Motion Correction | 2 | 1 | Mar 25, 2026 |
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| Joint Text Detection and Script Identification | 2 | 2 | Feb 18, 2026 |
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| Degradation Detection | 2 | 2 | Jul 3, 2026 |
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| Input Perturbation Robustness | 2 | 1 | Feb 19, 2026 |
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| Visual Puzzle Reasoning | 2 | 1 | Mar 25, 2026 |
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| Video-to-audio dubbing | 2 | 2 | Apr 28, 2026 |
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| Extractive QA | 2 | 2 | Feb 21, 2026 |
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