Explore the problems researchers are working on and the benchmarks used to measure progress.
58,155 tasksPage 106 of 2,327
Tasks
| Task | Domain | Benchmarks | Papers | Last update |
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| Multiple-choice Visual Question Answering | multimodalcomputer vision+1 | 13 | 11 | Mar 30, 2026 |
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| Generalized Few-Shot Semantic Segmentation | computer vision | 13 | 6 | Jun 9, 2026 |
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| Approximate Subgraph Matching | graph | 13 | 1 | Mar 20, 2026 |
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| Dynamics State Estimation | robotics embodied ai | 13 | 1 | Mar 19, 2026 |
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| Classification Calibration | computer vision | 13 | 8 | Jun 12, 2026 |
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| Lossy Compression | 3d vision geometry | 13 | 3 | Mar 20, 2026 |
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| Agent Task Performance | agents tool use | 13 | 6 | Jul 8, 2026 |
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| Downstream Task | nlp | 13 | 5 | Apr 13, 2026 |
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| Discourse Parsing | nlp | 13 | 8 | Jul 3, 2026 |
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| Dialog | llm chat instructionnlp | 13 | 5 | May 26, 2026 |
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| Reconstruction Attack | adversarial safety securitycomputer vision | 13 | 2 | Jun 9, 2026 |
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| Hamiltonian Dynamics Modeling | tabular time series | 13 | 2 | Apr 16, 2026 |
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| One-step-ahead forecasting | tabular time series | 13 | 5 | Jun 9, 2026 |
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| 6-DoF Pose Estimation | 3d vision geometrycomputer vision | 13 | 12 | Jun 30, 2026 |
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| Text-to-image person retrieval | image generation editingcomputer vision+1 | 13 | 10 | Jun 30, 2026 |
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| Parameter Calibration | miscellaneous | 13 | 1 | Feb 21, 2026 |
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| Cancer Detection | bio medicalcomputer vision | 13 | 4 | Apr 29, 2026 |
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| Probabilistic Inference | miscellaneous | 13 | 1 | Feb 18, 2026 |
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| Individual Treatment Effect Estimation | tabular time series | 13 | 8 | Jul 7, 2026 |
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| End-to-end Driving | robotics embodied ai | 13 | 11 | Jun 17, 2026 |
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| Likelihood Estimation | computer vision | 13 | 9 | Jun 4, 2026 |
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| Kernel Density Estimation | tabular time series | 13 | 2 | Jun 4, 2026 |
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| Sign Language Production | computer visionnlp | 13 | 8 | Jun 23, 2026 |
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| Multi-step forecasting | tabular time series | 13 | 6 | Jun 11, 2026 |
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| Phrase grounding | computer visionnlp | 13 | 18 | Mar 23, 2026 |
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