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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 |
|---|---|---|---|---|
| Subgroup Discovery | 22 | 4 | Jun 16, 2026 | |
| Partial-Label Learning | 22 | 4 | Apr 9, 2026 | |
| Unsupervised Video Object Segmentation | 22 | 25 | May 29, 2026 | |
| Model and Hyperparameter Selection | 22 | 1 | Feb 22, 2026 | |
| 4x super-resolution | 22 | 21 | Jun 30, 2026 | |
| Multi-Objective Traveling Salesman Problem | 22 | 4 | May 8, 2026 | |
| Ensemble Clustering | 22 | 1 | Feb 18, 2026 | |
| Image fitting | 22 | 7 | Apr 29, 2026 | |
| Language-conditioned robot manipulation | 22 | 3 | May 19, 2026 |
| Semi-supervised node classification | 22 | 13 | Jun 23, 2026 |
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| Long-context retrieval and reasoning | 22 | 19 | Jul 1, 2026 |
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| PDE Simulation | 22 | 5 | May 13, 2026 |
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| Autonomous Racing | 22 | 11 | May 12, 2026 |
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| General AI Assistant Tasks | 22 | 30 | Jul 1, 2026 |
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| Multiple Rotation Averaging | 22 | 2 | Feb 19, 2026 |
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| Inverse Problem | 22 | 11 | Jul 7, 2026 |
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| WSI-level classification | 22 | 3 | Feb 20, 2026 |
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| Short Text Clustering | 22 | 9 | Feb 27, 2026 |
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| Knowledge-intensive reasoning | 22 | 18 | Jul 2, 2026 |
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| Marginal Inference | 22 | 2 | Jun 4, 2026 |
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| Medical Segmentation | 22 | 5 | Jun 1, 2026 |
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| Remaining Useful Life prediction | 22 | 15 | Jun 18, 2026 |
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| Open-Ended Visual Question Answering | 22 | 21 | Jun 25, 2026 |
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| Molecular Property Regression | 22 | 13 | Jun 4, 2026 |
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| Camouflaged Object Segmentation | 22 | 10 | Jun 4, 2026 |
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