Explore the problems researchers are working on and the benchmarks used to measure progress.
58,155 tasksPage 1228 of 2,327
Tasks
| Task | Domain | Benchmarks | Papers | Last update |
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| Road Accident Detection | computer vision | 1 | 1 | Feb 20, 2026 |
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| Video object referring question answering | computer visionmultimodal | 1 | 1 | Feb 20, 2026 |
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| Video Referring Description | computer visionnlp | 1 | 2 | Mar 6, 2026 |
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| Learning with noisy labels | tabular time series | 1 | 1 | Feb 18, 2026 |
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| Video Flare Removal | computer vision | 1 | 1 | Feb 20, 2026 |
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| Classification with noisy labels | nlpcomputer vision+1 | 1 | 1 | Feb 18, 2026 |
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| Vegetation Classification | computer vision | 1 | 1 | Feb 20, 2026 |
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| Educational Dialogue Generation | llm chat instructionnlp | 1 | 1 | Feb 18, 2026 |
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| Indoor Scene Synthesis | image generation editing3d vision geometry | 1 | 1 | Feb 20, 2026 |
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| Atomic force prediction | bio medicalgraph+1 | 1 | 4 | Feb 18, 2026 |
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| Controllable Indoor Scene Synthesis | image generation editing3d vision geometry | 1 | 1 | Feb 20, 2026 |
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| Conditional CAD Generation | 3d vision geometry | 1 | 1 | Feb 20, 2026 |
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| CAD Model Reconstruction | 3d vision geometry | 1 | 1 | Feb 20, 2026 |
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| Entity Relation Extraction | nlp | 1 | 2 | Feb 20, 2026 |
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| Whole-study Brain MRI disease classification | bio medicalcomputer vision | 1 | 1 | Feb 20, 2026 |
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| Video-motion retrieval | computer visionmultimodal | 1 | 1 | Feb 18, 2026 |
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| 30-way classification | computer vision | 1 | 1 | Feb 20, 2026 |
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| Citation Sentiment Classification | nlp | 1 | 1 | Feb 18, 2026 |
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| Motion-video retrieval | computer visionnlp | 1 | 1 | Feb 18, 2026 |
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| Video-to-motion retrieval | computer visionnlp | 1 | 1 | Feb 18, 2026 |
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| Knowledge Graph Prediction | graph | 1 | 1 | Feb 18, 2026 |
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| Motion-to-video retrieval | computer visionnlp | 1 | 1 | Feb 18, 2026 |
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| Valid Action Prediction | nlp | 1 | 1 | Feb 18, 2026 |
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| Reference-guided Inpainting | image generation editingcomputer vision | 1 | 1 | Feb 18, 2026 |
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| De-occlusion | computer vision | 1 | 1 | Feb 20, 2026 |
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