Explore the problems researchers are working on and the benchmarks used to measure progress.
58,155 tasksPage 134 of 2,327
Tasks
| Task | Domain | Benchmarks | Papers | Last update |
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| General Multimodal Understanding | multimodalcomputer vision+1 | 11 | 12 | Jun 30, 2026 |
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| Automated Program Repair | code developer ai | 11 | 4 | May 12, 2026 |
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| Scene Graph to Image Generation | image generation editingcomputer vision | 11 | 2 | Feb 18, 2026 |
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| Music Genre Classification | speech audio | 11 | 16 | Jun 26, 2026 |
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| Circuit Recovery | llm chat instruction | 11 | 1 | Apr 28, 2026 |
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| Vascular Image Segmentation | computer visionbio medical | 11 | 1 | Apr 14, 2026 |
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| Novel depth synthesis | 3d vision geometry | 11 | 3 | Feb 18, 2026 |
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| Multiparty Multiobjective Optimization | miscellaneous | 11 | 1 | Mar 31, 2026 |
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| Vehicle rebalancing | tabular time series | 11 | 3 | Jun 5, 2026 |
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| Differential Diagnosis | bio medicalnlp | 11 | 6 | Jun 25, 2026 |
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| Causal Variable Identification | nlpgraph | 11 | 1 | Feb 22, 2026 |
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| Human Video Generation | video generation editing | 11 | 4 | Apr 23, 2026 |
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| Bandwidth extension | speech audio | 11 | 6 | Jun 29, 2026 |
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| Stylized Machine Translation | nlp | 11 | 3 | Jul 2, 2026 |
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| Open-vocabulary video instance segmentation | computer visionmultimodal | 11 | 1 | Mar 31, 2026 |
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| Graph partitioning | graph | 11 | 2 | Apr 2, 2026 |
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| Text-to-motion retrieval | nlpmultimodal | 11 | 8 | Apr 21, 2026 |
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| Embodied Instruction Following | robotics embodied ainlp | 11 | 10 | Jun 23, 2026 |
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| Phylogenetic Marginal Log-likelihood Estimation | bio medical | 11 | 1 | Feb 21, 2026 |
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| Unsupervised Object Discovery | computer vision | 11 | 10 | May 19, 2026 |
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| Root Cause Localization | retrieval search rag | 11 | 4 | Jun 2, 2026 |
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| Strategic game playing | robotics embodied ai | 11 | 5 | Jun 30, 2026 |
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| Video Action Classification | computer vision | 11 | 23 | May 12, 2026 |
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| Few-shot Text Classification | nlp | 11 | 5 | Apr 20, 2026 |
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| Sparse Regression | tabular time series | 11 | 4 | Jun 5, 2026 |
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