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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 |
|---|---|---|---|---|
| Offline Safe Reinforcement Learning | 12 | 2 | Jul 7, 2026 | |
| Markov boundary discovery | 12 | 1 | Mar 24, 2026 | |
| Online Label Shift | 12 | 1 | Feb 18, 2026 | |
| Active View Selection | 12 | 3 | Mar 25, 2026 | |
| Personalized Review Generation | 12 | 3 | Jul 3, 2026 | |
| Motion Capture | 12 | 4 | Jun 18, 2026 | |
| Dense Captioning | 12 | 10 | Jul 7, 2026 | |
| Multi-behavior Recommendation | 12 | 7 | Jun 2, 2026 | |
| Image Question Answering | 12 | 18 | May 28, 2026 |
| Check-in Prediction | 12 | 2 | Feb 22, 2026 |
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| Distribution Shift Detection | 12 | 7 | May 26, 2026 |
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| Generalized Few-Shot Object Detection | 12 | 4 | Feb 27, 2026 |
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| Sparse Principal Component Analysis | 12 | 3 | Jul 7, 2026 |
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| Generative Task | 12 | 4 | Jun 23, 2026 |
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| Harmlessness evaluation | 12 | 10 | Jun 16, 2026 |
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| Clinical Report Generation | 12 | 5 | Jun 1, 2026 |
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| CSI Prediction | 12 | 2 | Mar 25, 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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| 3D Bin Packing | 12 | 6 | Jul 8, 2026 |
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| Unsupervised image classification | 12 | 2 | Feb 18, 2026 |
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| Object Unlearning | 12 | 10 | Jul 1, 2026 |
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| Aerodynamic Simulation | 12 | 4 | May 20, 2026 |
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| Mathematical Expression Recognition | 12 | 5 | Mar 10, 2026 |
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| Expression Recognition | 12 | 9 | May 29, 2026 |
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