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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 |
|---|---|---|---|---|
| Motion Control | 12 | 7 | Jul 7, 2026 | |
| Fine-grained Visual Recognition | 12 | 6 | May 18, 2026 | |
| Bounding box localization | 12 | 3 | Jun 8, 2026 | |
| Velocity tracking | 12 | 7 | Jun 25, 2026 | |
| Adaptive Traffic Signal Control | 12 | 3 | Mar 26, 2026 | |
| Markov boundary discovery | 12 | 1 | Mar 24, 2026 | |
| Active View Selection | 12 | 3 | Mar 25, 2026 | |
| 3D Bin Packing | 12 | 6 | Jul 8, 2026 | |
| Brain Segmentation | 12 | 5 | Apr 23, 2026 | |
| 12 |
| 6 |
| Jun 11, 2026 |
| Distribution Shift Detection | 12 | 7 | May 26, 2026 |
|---|
| Brain Age Prediction | 12 | 8 | Jun 26, 2026 |
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| Robot Grasping | 12 | 7 | Jun 5, 2026 |
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| Multivariate long-term series forecasting | 12 | 53 | Jun 29, 2026 |
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| Spatio-temporal Action Localization | 12 | 10 | Apr 6, 2026 |
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| Explanation Evaluation | 12 | 5 | Mar 25, 2026 |
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| Arrhythmia Classification | 12 | 5 | Jun 19, 2026 |
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| Explainable AI Evaluation | 12 | 6 | Jun 30, 2026 |
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| Check-in Prediction | 12 | 2 | Feb 22, 2026 |
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| Leaf Disease Classification | 12 | 7 | Jun 23, 2026 |
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| Multi-agent cooperation | 12 | 4 | Jul 7, 2026 |
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| Vehicle Trajectory Prediction | 12 | 13 | Apr 20, 2026 |
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| Readmission prediction | 12 | 16 | Jun 30, 2026 |
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| Single-cell RNA-seq cell type classification | 12 | 1 | Mar 31, 2026 |
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| Brain-to-image retrieval | 12 | 6 | Jun 16, 2026 |
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