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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 |
|---|---|---|---|---|
| Multi-behavior Recommendation | 12 | 7 | Jun 2, 2026 | |
| Jailbreak attack success rate | 12 | 11 | Jun 16, 2026 | |
| Markov boundary discovery | 12 | 1 | Mar 24, 2026 | |
| Active View Selection | 12 | 3 | Mar 25, 2026 | |
| Fine-grained Visual Recognition | 12 | 6 | May 18, 2026 | |
| Adaptive Traffic Signal Control | 12 | 3 | Mar 26, 2026 | |
| Brain Age Prediction | 12 | 8 | Jun 26, 2026 | |
| Explanation Faithfulness | 12 | 6 | Apr 1, 2026 | |
| Distribution Shift Detection | 12 | 7 | May 26, 2026 |
| Interactive Navigation | 12 | 4 | May 8, 2026 |
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| Generative Task | 12 | 4 | Jun 23, 2026 |
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| High-level Planning | 12 | 6 | Jun 11, 2026 |
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| Leaf Disease Classification | 12 | 7 | Jun 23, 2026 |
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| Saliency map evaluation | 12 | 7 | Jun 19, 2026 |
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| Ground-state energy estimation | 12 | 4 | Jun 25, 2026 |
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| Explainable AI Evaluation | 12 | 6 | Jun 30, 2026 |
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| 3D Bin Packing | 12 | 6 | Jul 8, 2026 |
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| Generalized Compositional Zero-Shot Learning | 12 | 7 | Feb 18, 2026 |
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| Wind Speed Forecasting | 12 | 3 | Apr 14, 2026 |
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| Robot Grasping | 12 | 7 | Jun 5, 2026 |
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| Traffic speed forecasting | 12 | 25 | Jun 12, 2026 |
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| Attitude Estimation | 12 | 6 | Jul 8, 2026 |
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| Off-dynamics Reinforcement Learning | 12 | 1 | Feb 20, 2026 |
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| Molecular Dynamics Simulation | 12 | 4 | Apr 29, 2026 |
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| Check-in Prediction | 12 | 2 | Feb 22, 2026 |
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