Explore the problems researchers are working on and the benchmarks used to measure progress.
58,155 tasksPage 1957 of 2,327
Tasks
| Task | Domain | Benchmarks | Papers | Last update |
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| Real-world Robot Manipulation (Overall) | robotics embodied ai | 1 | 1 | Feb 18, 2026 |
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| Open-World Navigation | robotics embodied ai | 1 | 1 | Mar 10, 2026 |
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| Categorization of offensive language type | nlp | 1 | 1 | Feb 18, 2026 |
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| Failure Taxonomy Recovery | robotics embodied ai | 1 | 1 | Mar 10, 2026 |
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| Robot Failure Explanation | robotics embodied ainlp | 1 | 1 | Mar 10, 2026 |
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| Mislabeled sample detection | tabular time seriesbio medical | 1 | 1 | Jun 1, 2026 |
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| Jailbreak Defense Performance | adversarial safety security | 1 | 2 | Feb 18, 2026 |
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| Reward Verification | agents tool useadversarial safety security | 1 | 1 | Mar 10, 2026 |
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| Pick Can | robotics embodied ai | 1 | 1 | Feb 18, 2026 |
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| Verification of Digital Agent Trajectories | agents tool userobotics embodied ai | 1 | 1 | Mar 10, 2026 |
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| Inductive Learning | graph | 1 | 1 | Feb 18, 2026 |
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| Offensive language target identification | nlp | 1 | 1 | Feb 18, 2026 |
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| E-commerce Agent Interaction | agents tool useretrieval search rag | 1 | 3 | Jun 4, 2026 |
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| Science Experiment Simulation | miscellaneous | 1 | 1 | Mar 10, 2026 |
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| Put Carrot | robotics embodied ai | 1 | 1 | Feb 18, 2026 |
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| Foot Ulcer Segmentation | computer visionbio medical | 1 | 1 | Mar 10, 2026 |
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| 360° Image Synthesis | image generation editing | 1 | 1 | Feb 18, 2026 |
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| Vegetation Extraction | computer vision | 1 | 1 | Mar 10, 2026 |
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| Post-Quantum Cryptography | miscellaneous | 1 | 1 | Mar 10, 2026 |
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| MRI Image Segmentation | computer visionbio medical | 1 | 1 | Mar 10, 2026 |
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| MSI Status Classification | bio medicalcomputer vision | 1 | 1 | Feb 18, 2026 |
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| Metric Alignment Evaluation | computer vision | 1 | 1 | Mar 10, 2026 |
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| Single Skill Vegetable Picking (with distractors) | robotics embodied ai | 1 | 1 | Mar 10, 2026 |
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| Skill Composition Vegetable Picking | robotics embodied ai | 1 | 1 | Mar 10, 2026 |
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| Response Selection with No Correct Response (Subtask 2) | nlp | 1 | 1 | Feb 18, 2026 |
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