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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 |
|---|---|---|---|---|
| Evidence-grounded diagnostic reasoning | 2 | 1 | Mar 25, 2026 | |
| Next-edge prediction | 2 | 1 | Mar 25, 2026 | |
| Scene labeling | 2 | 2 | Feb 18, 2026 | |
| Belt Crack Detection | 2 | 1 | Mar 25, 2026 | |
| reconstruction quality | 2 | 1 | Mar 25, 2026 | |
| Input Discrimination | 2 | 1 | Mar 25, 2026 | |
| Web Attack Detection | 2 | 3 | Jun 9, 2026 | |
| Generative Modeling Evaluation | 2 | 1 | Feb 18, 2026 | |
| Partial Differential Equation Discovery | 2 | 2 | Mar 25, 2026 |
| NIR image colorization | 2 | 1 | Feb 18, 2026 |
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| Text-to-Region Detection | 2 | 1 | Mar 25, 2026 |
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| Emergency Response | 2 | 1 | Mar 25, 2026 |
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| Road Network-based Trajectory Generation | 2 | 1 | Mar 25, 2026 |
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| Consensus Aggregation Correlation | 2 | 1 | Feb 19, 2026 |
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| Response Ranking | 2 | 3 | Mar 9, 2026 |
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| Abductive Natural Language Inference | 2 | 4 | Jun 18, 2026 |
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| Chemical Mechanism Reduction | 2 | 1 | Mar 25, 2026 |
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| Multi-label Zero-Shot Classification | 2 | 1 | Feb 27, 2026 |
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| Image Complexity Assessment | 2 | 1 | Mar 25, 2026 |
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| Multi-label Generalized Zero-Shot Classification | 2 | 1 | Feb 27, 2026 |
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| Zero-day Ransomware Detection | 2 | 1 | Feb 27, 2026 |
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| Autofocus Motion Correction | 2 | 1 | Mar 25, 2026 |
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| Early Ransomware Detection | 2 | 1 | Feb 27, 2026 |
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| Open-loop prediction | 2 | 2 | Apr 7, 2026 |
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| Qualitative Evaluation of Generated Sequences | 2 | 1 | Feb 18, 2026 |
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