Explore the problems researchers are working on and the benchmarks used to measure progress.
58,155 tasksPage 2159 of 2,327
Tasks
| Task | Domain | Benchmarks | Papers | Last update |
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| Model-Human Comparison | computer vision | 1 | 2 | Feb 22, 2026 |
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| Length of Stay Prediction (> 7 Days) | bio medicaltabular time series | 1 | 1 | Feb 18, 2026 |
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| Binary Paraphrase Detection | nlp | 1 | 1 | Feb 18, 2026 |
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| Sampling Efficiency | 3d vision geometry | 1 | 1 | Mar 18, 2026 |
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| Lesion Tagging | computer visionbio medical | 1 | 1 | Feb 18, 2026 |
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| Paraphrase Type Detection | nlp | 1 | 1 | Feb 18, 2026 |
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| Health-domain instruction following | llm chat instructionbio medical | 1 | 1 | Mar 18, 2026 |
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| Point-guided Exemplar Tracking | computer vision | 1 | 1 | Feb 18, 2026 |
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| Multi-agent code generation defense against sleeper agents | code developer aiadversarial safety security+1 | 1 | 1 | Mar 18, 2026 |
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| Treatment Planning Quality | bio medical | 1 | 1 | Mar 18, 2026 |
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| Mechanical Ventilation Prediction | bio medicaltabular time series | 1 | 1 | Feb 18, 2026 |
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| Answer-unaware Conversational Question Generation | nlpllm chat instruction | 1 | 1 | Feb 18, 2026 |
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| LLM Calibration | llm chat instruction | 1 | 1 | Feb 18, 2026 |
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| Information retrieval and Question Answering | retrieval search ragnlp | 1 | 2 | Mar 18, 2026 |
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| Flash flood susceptibility mapping | computer visiontabular time series | 1 | 1 | Mar 18, 2026 |
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| Surgical robot end-effector pose estimation | robotics embodied aicomputer vision+1 | 1 | 1 | Mar 18, 2026 |
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| Texture Swapping and Filling | 3d vision geometryimage generation editing | 1 | 1 | Jun 18, 2026 |
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| Answer span extraction | nlp | 1 | 1 | Feb 18, 2026 |
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| Web-based Agent QA | agents tool useretrieval search rag | 1 | 2 | Apr 30, 2026 |
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| Surgical tool pose tracking | computer visionrobotics embodied ai | 1 | 1 | Mar 18, 2026 |
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| Delayed/False Trigger Detection | computer vision | 1 | 1 | Jun 18, 2026 |
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| Surgical Tool Tracking (Translation) | computer visionrobotics embodied ai | 1 | 1 | Mar 18, 2026 |
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| Data Science Agent tasks | agents tool usecode developer ai+1 | 1 | 2 | Mar 10, 2026 |
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| Robot Pose Correction | robotics embodied aicomputer vision | 1 | 1 | Mar 18, 2026 |
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| Vasopressor Prediction | bio medicaltabular time series | 1 | 1 | Feb 18, 2026 |
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