Explore the problems researchers are working on and the benchmarks used to measure progress.
58,155 tasksPage 1122 of 2,327
Tasks
| Task | Domain | Benchmarks | Papers | Last update |
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| Text2KG | nlpgraph | 1 | 1 | Feb 19, 2026 |
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| Red Lesion Segmentation | computer visionbio medical | 1 | 1 | Feb 18, 2026 |
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| Text-Centric Vision-Language Understanding | computer visionnlp+1 | 1 | 2 | Feb 27, 2026 |
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| Artery Labeling | bio medicalcomputer vision | 1 | 1 | Feb 18, 2026 |
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| Multi-subject Reasoning | nlp | 1 | 1 | Feb 19, 2026 |
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| Coronary artery labeling | bio medicalcomputer vision | 1 | 1 | Feb 18, 2026 |
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| STEM tasks | nlpbio medical+1 | 1 | 1 | Feb 19, 2026 |
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| Punctuation usage frequency analysis | nlp | 1 | 1 | Feb 19, 2026 |
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| Low-dose image synthesis | image generation editing | 1 | 1 | Feb 18, 2026 |
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| Multilingual Safety Evaluation | adversarial safety securitynlp | 1 | 1 | Feb 19, 2026 |
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| Fine-grained Image-Text Matching | multimodalcomputer vision+1 | 1 | 1 | Feb 18, 2026 |
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| Code Agent Simulation | code developer aiagents tool use | 1 | 1 | Feb 19, 2026 |
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| Mechanical Thrombectomy Navigation (Task A1) | robotics embodied ai3d vision geometry | 1 | 1 | Feb 18, 2026 |
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| 6-way question classification | nlp | 1 | 4 | May 1, 2026 |
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| Open-vocabulary Attribute Detection | computer vision | 1 | 1 | Feb 18, 2026 |
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| Software Engineering Automation | code developer ai | 1 | 1 | Feb 19, 2026 |
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| Search Agent Reasoning | agents tool useretrieval search rag | 1 | 1 | Feb 19, 2026 |
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| Next-Chapter Prediction | nlp | 1 | 1 | Feb 19, 2026 |
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| Lexical knowledge evaluation | nlp | 1 | 1 | Feb 18, 2026 |
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| Speech Detection | speech audio | 1 | 1 | Feb 27, 2026 |
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| Respiration Rate measurement | bio medical | 1 | 1 | Feb 18, 2026 |
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| Syntactic knowledge evaluation | nlp | 1 | 1 | Feb 18, 2026 |
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| User Engagement Evaluation | tabular time series | 1 | 1 | Feb 19, 2026 |
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| Financial Assistance Chatbot Response Generation | llm chat instructionnlp | 1 | 1 | Feb 19, 2026 |
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| Sole Planning | agents tool use | 1 | 1 | Feb 19, 2026 |
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