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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 |
|---|---|---|---|---|
| Language-conditioned robot manipulation | 22 | 3 | May 19, 2026 | |
| Image fitting | 22 | 7 | Apr 29, 2026 | |
| Graph-level Anomaly Detection | 22 | 2 | May 27, 2026 | |
| Model and Hyperparameter Selection | 22 | 1 | Feb 22, 2026 | |
| Partial-Label Learning | 22 | 4 | Apr 9, 2026 | |
| Monocular 3D Object Detection | 22 | 19 | Jun 30, 2026 | |
| Inverse Problem | 22 | 11 | Jul 7, 2026 | |
| 4x super-resolution | 22 | 21 | Jun 30, 2026 | |
| Scaling-law extrapolation | 22 | 2 |
| Jun 2, 2026 |
| Multi-camera Pose Optimization | 22 | 1 | Apr 28, 2026 |
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| Polarization Analysis | 22 | 1 | Apr 24, 2026 |
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| Visual-goal motion planning | 22 | 1 | Apr 21, 2026 |
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| Chess Move Prediction | 22 | 3 | May 28, 2026 |
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| Anomalous Sound Detection | 22 | 5 | Jun 18, 2026 |
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| Subgroup Discovery | 22 | 4 | Jun 16, 2026 |
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| Autonomous Racing | 22 | 11 | May 12, 2026 |
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| Disparity Estimation | 22 | 19 | May 19, 2026 |
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| Long-context retrieval and reasoning | 22 | 19 | Jul 1, 2026 |
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| Marginal Inference | 22 | 2 | Jun 4, 2026 |
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| Camouflaged Object Segmentation | 22 | 10 | Jun 4, 2026 |
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| Contact estimation | 22 | 6 | Mar 27, 2026 |
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| Multi-robot map merging | 22 | 1 | Jun 25, 2026 |
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| Knowledge-intensive reasoning | 22 | 18 | Jul 2, 2026 |
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| Unsupervised Constituency Parsing | 22 | 9 | Feb 18, 2026 |
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| Medical Segmentation | 22 | 5 | Jun 1, 2026 |
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