Explore the problems researchers are working on and the benchmarks used to measure progress.
58,155 tasksPage 109 of 2,327
Tasks
| Task | Domain | Benchmarks | Papers | Last update |
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| Model Ranking Prediction | llm chat instruction | 13 | 2 | May 19, 2026 |
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| Probabilistic Inference | miscellaneous | 13 | 1 | Feb 18, 2026 |
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| Agent Task Performance | agents tool use | 13 | 6 | Jul 8, 2026 |
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| 5-way 1-shot Classification | computer vision | 13 | 20 | Jun 24, 2026 |
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| Lossy Compression | 3d vision geometry | 13 | 3 | Mar 20, 2026 |
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| Visual Recognition | computer vision | 13 | 5 | Jun 30, 2026 |
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| Image-to-Audio Retrieval | multimodalcomputer vision+1 | 13 | 7 | May 19, 2026 |
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| Driver Action Recognition | computer vision | 13 | 4 | Apr 8, 2026 |
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| Sign Language Production | computer visionnlp | 13 | 8 | Jun 23, 2026 |
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| Sound Event Localization and Detection | speech audio | 13 | 6 | Jun 29, 2026 |
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| One-step-ahead forecasting | tabular time series | 13 | 5 | Jun 9, 2026 |
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| Finger Spin | robotics embodied ai | 13 | 8 | May 18, 2026 |
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| Sequential Image Classification | computer vision | 13 | 27 | May 14, 2026 |
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| Representation Learning | nlp | 13 | 7 | Jul 9, 2026 |
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| Dynamic node classification | graph | 13 | 7 | Jun 4, 2026 |
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| Generative Code Completion | code developer ai | 13 | 1 | Mar 13, 2026 |
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| Zero-shot Question Answering | nlpllm chat instruction | 13 | 12 | Jun 15, 2026 |
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| LF Mislabeling Identification | tabular time series | 13 | 2 | Feb 18, 2026 |
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| Graph matching | graph | 13 | 10 | Jun 2, 2026 |
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| Subject-driven Text-to-Image Generation | image generation editing | 13 | 12 | Jun 4, 2026 |
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| Parameter Calibration | miscellaneous | 13 | 1 | Feb 21, 2026 |
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| End-to-end Driving | robotics embodied ai | 13 | 11 | Jun 17, 2026 |
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| Road Segmentation | computer vision | 13 | 16 | Jun 1, 2026 |
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| Reconstruction Attack | adversarial safety securitycomputer vision | 13 | 2 | Jun 9, 2026 |
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| End model evaluation | tabular time series | 13 | 1 | Feb 18, 2026 |
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