Explore the problems researchers are working on and the benchmarks used to measure progress.
58,155 tasksPage 271 of 2,327
Tasks
| Task | Domain | Benchmarks | Papers | Last update |
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| Question Answering Sufficiency Prediction | nlp | 6 | 1 | Feb 19, 2026 |
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| Generalization Reasoning | llm chat instructionnlp | 6 | 4 | May 29, 2026 |
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| Rearrange | robotics embodied ai | 6 | 3 | Mar 13, 2026 |
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| Identity Customization | image generation editing | 6 | 3 | Jul 8, 2026 |
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| Statistical Modeling | tabular time series | 6 | 1 | Mar 31, 2026 |
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| Long-horizon agentic tasks | agents tool usellm chat instruction | 6 | 1 | Mar 31, 2026 |
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| Saliency Heatmap Prediction | computer vision | 6 | 1 | Feb 18, 2026 |
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| Personalized Long-Form Generation | llm chat instructionnlp | 6 | 1 | Feb 19, 2026 |
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| Multi-object image generation | image generation editing | 6 | 2 | Jun 16, 2026 |
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| Mathematical Word Problems | nlpagents tool use | 6 | 6 | Jun 2, 2026 |
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| Graph Explanation Generation | graphnlp | 6 | 2 | Mar 18, 2026 |
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| Image Deconvolution | computer vision | 6 | 4 | Jun 5, 2026 |
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| Inertial Navigation | robotics embodied ai | 6 | 2 | Feb 21, 2026 |
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| Supervised Word Alignment | nlp | 6 | 1 | Feb 18, 2026 |
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| Robotic Pushing | robotics embodied ai | 6 | 3 | Jun 16, 2026 |
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| Autonomous Flight Planning | robotics embodied ai | 6 | 2 | Mar 4, 2026 |
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| Multi-hop Knowledge-based Question Answering | nlpretrieval search rag | 6 | 1 | Feb 18, 2026 |
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| Zero-shot Common Sense Reasoning | nlpllm chat instruction | 6 | 14 | Jul 9, 2026 |
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| Temporal Value Estimation | robotics embodied ai | 6 | 1 | Feb 21, 2026 |
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| Fluid Dynamics Forecasting | miscellaneous | 6 | 2 | May 20, 2026 |
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| Motivational Interviewing Dialogue Evaluation | llm chat instructionnlp | 6 | 2 | May 11, 2026 |
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| Hyperspectral Semantic Segmentation | computer vision | 6 | 2 | May 19, 2026 |
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| Model Verification | image generation editing | 6 | 1 | Mar 30, 2026 |
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| Spacecraft attitude control | robotics embodied ai | 6 | 3 | Jul 1, 2026 |
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| Membership Detection | adversarial safety security | 6 | 2 | Jun 11, 2026 |
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