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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 |
|---|---|---|---|---|
| Proactive Policy Steering | 2 | 1 | Mar 25, 2026 | |
| Remote Sensing Image Scene Classification | 2 | 1 | Mar 25, 2026 | |
| Emergency Response | 2 | 1 | Mar 25, 2026 | |
| Optical Illusion Character Recognition | 2 | 1 | Mar 25, 2026 | |
| Game Balancing | 2 | 1 | Mar 25, 2026 | |
| Switch | 2 | 1 | Feb 18, 2026 | |
| Spatial and Temporal Understanding | 2 | 1 | Mar 25, 2026 | |
| Requirements Engineering | 2 | 1 | Mar 25, 2026 | |
| Poisoning Defense | 2 | 2 | Apr 24, 2026 | |
| Secure Statistical Analysis |
|---|
| 2 |
| 1 |
| Feb 19, 2026 |
| Next-edge prediction | 2 | 1 | Mar 25, 2026 |
|---|
| Road Network-based Trajectory Generation | 2 | 1 | Mar 25, 2026 |
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| Secure Training | 2 | 1 | Feb 19, 2026 |
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| Evidence-grounded diagnostic reasoning | 2 | 1 | Mar 25, 2026 |
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| Input Discrimination | 2 | 1 | Mar 25, 2026 |
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| Video-wise Identification | 2 | 1 | Feb 18, 2026 |
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| Omnidirectional completion | 2 | 1 | Mar 25, 2026 |
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| Belt Crack Detection | 2 | 1 | Mar 25, 2026 |
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| Steganographic secret extraction | 2 | 1 | Feb 19, 2026 |
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| Road Damage Classification | 2 | 2 | Feb 20, 2026 |
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| Oil Spill Detection | 2 | 2 | Feb 20, 2026 |
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| Partial Differential Equation Discovery | 2 | 2 | Mar 25, 2026 |
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| Image Complexity Assessment | 2 | 1 | Mar 25, 2026 |
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| Continual Pre-training | 2 | 1 | Feb 18, 2026 |
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| Chemical Mechanism Reduction | 2 | 1 | Mar 25, 2026 |
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