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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 |
|---|---|---|---|---|
| Confidence interval construction | 23 | 2 | Feb 21, 2026 | |
| Unsupervised Online Label Shift | 23 | 1 | Feb 18, 2026 | |
| Defect Detection | 23 | 15 | Jun 15, 2026 | |
| Anomalous Sound Detection | 22 | 5 | Jun 18, 2026 | |
| Multi-image Understanding | 22 | 18 | Jun 23, 2026 | |
| 3D Shape Generation | 22 | 14 | Jun 19, 2026 | |
| Open-loop planning | 22 | 65 | Jun 30, 2026 | |
| Image fitting | 22 | 7 | Apr 29, 2026 | |
| General AI Assistant Tasks |
| 22 |
| 30 |
| Jul 1, 2026 |
| Long-context retrieval and reasoning | 22 | 19 | Jul 1, 2026 |
|---|
| Autonomous Racing | 22 | 11 | May 12, 2026 |
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| Streaming Video Understanding | 22 | 33 | Jul 7, 2026 |
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| Remaining Useful Life prediction | 22 | 15 | Jun 18, 2026 |
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| Multiple Rotation Averaging | 22 | 2 | Feb 19, 2026 |
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| Language-conditioned robot manipulation | 22 | 3 | May 19, 2026 |
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| Multi-Objective Traveling Salesman Problem | 22 | 4 | May 8, 2026 |
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| Ensemble Clustering | 22 | 1 | Feb 18, 2026 |
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| Marginal Inference | 22 | 2 | Jun 4, 2026 |
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| WSI-level classification | 22 | 3 | Feb 20, 2026 |
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| pick place | 22 | 12 | Jul 8, 2026 |
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| Medical Segmentation | 22 | 5 | Jun 1, 2026 |
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| Role-playing | 22 | 11 | Jun 26, 2026 |
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| Camouflaged Object Segmentation | 22 | 10 | Jun 4, 2026 |
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| Semi-supervised node classification | 22 | 13 | Jun 23, 2026 |
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| Short Text Clustering | 22 | 9 | Feb 27, 2026 |
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