Explore the problems researchers are working on and the benchmarks used to measure progress.
58,155 tasksPage 61 of 2,327
Tasks
| Task | Domain | Benchmarks | Papers | Last update |
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| Confidence interval construction | tabular time series | 23 | 2 | Feb 21, 2026 |
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| Unsupervised Online Label Shift | tabular time series | 23 | 1 | Feb 18, 2026 |
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| Defect Detection | code developer ai | 23 | 15 | Jun 15, 2026 |
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| Anomalous Sound Detection | speech audio | 22 | 5 | Jun 18, 2026 |
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| Multi-image Understanding | computer visionmultimodal | 22 | 18 | Jun 23, 2026 |
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| 3D Shape Generation | 3d vision geometryimage generation editing | 22 | 14 | Jun 19, 2026 |
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| Open-loop planning | robotics embodied ai | 22 | 65 | Jun 30, 2026 |
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| Image fitting | computer vision | 22 | 7 | Apr 29, 2026 |
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| General AI Assistant Tasks | llm chat instructionagents tool use+3 | 22 | 30 | Jul 1, 2026 |
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| Long-context retrieval and reasoning | retrieval search ragllm chat instruction | 22 | 19 | Jul 1, 2026 |
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| Autonomous Racing | robotics embodied ai | 22 | 11 | May 12, 2026 |
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| Streaming Video Understanding | computer vision | 22 | 33 | Jul 7, 2026 |
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| Remaining Useful Life prediction | tabular time series | 22 | 15 | Jun 18, 2026 |
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| Multiple Rotation Averaging | 3d vision geometrycomputer vision | 22 | 2 | Feb 19, 2026 |
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| Language-conditioned robot manipulation | robotics embodied ainlp | 22 | 3 | May 19, 2026 |
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| Multi-Objective Traveling Salesman Problem | miscellaneous | 22 | 4 | May 8, 2026 |
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| Ensemble Clustering | tabular time series | 22 | 1 | Feb 18, 2026 |
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| Marginal Inference | graph | 22 | 2 | Jun 4, 2026 |
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| WSI-level classification | bio medicalcomputer vision | 22 | 3 | Feb 20, 2026 |
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| pick place | robotics embodied ai | 22 | 12 | Jul 8, 2026 |
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| Medical Segmentation | bio medicalcomputer vision | 22 | 5 | Jun 1, 2026 |
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| Role-playing | llm chat instruction | 22 | 11 | Jun 26, 2026 |
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| Camouflaged Object Segmentation | computer vision | 22 | 10 | Jun 4, 2026 |
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| Semi-supervised node classification | graph | 22 | 13 | Jun 23, 2026 |
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| Short Text Clustering | nlp | 22 | 9 | Feb 27, 2026 |
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