Explore the problems researchers are working on and the benchmarks used to measure progress.
58,155 tasksPage 974 of 2,327
Tasks
| Task | Domain | Benchmarks | Papers | Last update |
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| Robot Plan Execution | robotics embodied ai | 2 | 1 | Mar 10, 2026 |
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| Inverse PDE Kernel Learning | miscellaneous | 2 | 1 | Feb 18, 2026 |
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| Language Compositionality | nlpllm chat instruction | 2 | 2 | Feb 18, 2026 |
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| Relational Triple Classification | graph | 2 | 1 | Mar 10, 2026 |
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| OOD covariate shift detection | bio medicaltabular time series | 2 | 1 | Mar 10, 2026 |
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| Random subset unlearning | adversarial safety security | 2 | 1 | Mar 10, 2026 |
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| Linear Operator Learning (g -> p) | tabular time series | 2 | 1 | Feb 18, 2026 |
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| Lung tumor segmentation | computer visionbio medical | 2 | 1 | Feb 18, 2026 |
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| Image-Caption Retrieval | computer visionretrieval search rag | 2 | 2 | Feb 23, 2026 |
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| Whisper-to-Normal speech conversion | speech audio | 2 | 2 | Mar 11, 2026 |
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| Generative Model Evaluation | image generation editing | 2 | 1 | Mar 10, 2026 |
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| Nonlinear Operator Learning (b -> p) | tabular time series | 2 | 1 | Feb 18, 2026 |
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| MCMC Inference | miscellaneous | 2 | 1 | Feb 18, 2026 |
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| Unseen UI Generalization | agents tool userobotics embodied ai | 2 | 1 | Mar 10, 2026 |
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| Long-Horizon Composite Skills | agents tool userobotics embodied ai | 2 | 1 | Mar 10, 2026 |
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| Aggregated LLM Evaluation | llm chat instruction | 2 | 2 | May 4, 2026 |
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| Fine-Grained Action Execution | robotics embodied ai | 2 | 1 | Mar 10, 2026 |
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| Global Placement | miscellaneous | 2 | 1 | Mar 10, 2026 |
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| Heterogeneous material learning | bio medical | 2 | 1 | Feb 18, 2026 |
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| LLM Agent Reasoning | agents tool usellm chat instruction | 2 | 1 | Mar 10, 2026 |
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| Computational Pathology Classification | bio medicalcomputer vision | 2 | 1 | Feb 18, 2026 |
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| Composite Sequential | robotics embodied ai | 2 | 2 | Mar 19, 2026 |
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| 200-way Zero-shot Retrieval | retrieval search rag | 2 | 3 | May 19, 2026 |
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| Multilingual Knowledge Graph Completion | graphnlp | 2 | 1 | Feb 18, 2026 |
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| Background layer reconstruction | computer vision | 2 | 1 | Feb 18, 2026 |
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