Explore the problems researchers are working on and the benchmarks used to measure progress.
58,155 tasksPage 1344 of 2,327
Tasks
| Task | Domain | Benchmarks | Papers | Last update |
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| Biomedical Text Summarization | bio medicalnlp | 1 | 1 | Feb 19, 2026 |
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| Task Diversity and Scene Feasibility Evaluation | robotics embodied aicomputer vision | 1 | 1 | Feb 21, 2026 |
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| Long-context dialogue evaluation | llm chat instruction | 1 | 1 | Mar 25, 2026 |
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| IRT Parameter Prediction | bio medicaltabular time series | 1 | 1 | Feb 19, 2026 |
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| General multi-turn dialogue evaluation | llm chat instruction | 1 | 1 | Mar 25, 2026 |
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| TME Subtype Classification | bio medicaltabular time series | 1 | 1 | Feb 18, 2026 |
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| Stack blocks three | robotics embodied ai | 1 | 1 | Feb 21, 2026 |
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| Stack bowls three | robotics embodied ai | 1 | 1 | Feb 21, 2026 |
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| Put bottles basket | robotics embodied ai | 1 | 1 | Feb 21, 2026 |
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| Multimodal Machine Translation (English to German) | multimodalnlp | 1 | 2 | Feb 18, 2026 |
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| Place to slot | robotics embodied ai | 1 | 1 | Feb 21, 2026 |
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| Bronchoscope Localization | computer visionbio medical | 1 | 1 | Feb 18, 2026 |
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| Grasp anything (Desktop cleanup) | robotics embodied ai | 1 | 1 | Feb 21, 2026 |
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| Fold paper box | robotics embodied ai | 1 | 1 | Feb 21, 2026 |
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| Aggregate performance across 10 tasks | llm chat instructionagents tool use+14 | 1 | 1 | Feb 21, 2026 |
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| push-wall | robotics embodied ai | 1 | 1 | Apr 6, 2026 |
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| Screen Annotation | computer vision | 1 | 1 | Feb 18, 2026 |
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| Reason | llm chat instruction | 1 | 1 | Mar 27, 2026 |
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| Real-time Seizure Detection | bio medicaltabular time series | 1 | 1 | Feb 18, 2026 |
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| Multimodal Machine Translation (English to French) | multimodalnlp | 1 | 1 | Feb 18, 2026 |
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| UI Navigation / Task Completion | agents tool userobotics embodied ai | 1 | 1 | Feb 18, 2026 |
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| Machine Translation (English → German) | nlp | 1 | 1 | Feb 18, 2026 |
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| Semantic Antonym Prediction | nlp | 1 | 2 | Feb 27, 2026 |
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| Knowledge Retrieval / Relation Prediction | graphnlp | 1 | 1 | Feb 27, 2026 |
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| Natural Language Entailment | nlp | 1 | 1 | Feb 18, 2026 |
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