Explore the problems researchers are working on and the benchmarks used to measure progress.
58,155 tasksPage 195 of 2,327
Tasks
| Task | Domain | Benchmarks | Papers | Last update |
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| Object Grounding | computer visionmultimodal | 8 | 5 | Apr 21, 2026 |
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| LiDAR relocalization | 3d vision geometry | 8 | 2 | Apr 14, 2026 |
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| Grounded Conversation Generation | nlpmultimodal | 8 | 5 | Feb 20, 2026 |
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| Crowd behavior generation | computer visionrobotics embodied ai | 8 | 2 | Apr 6, 2026 |
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| Target Detection | computer vision | 8 | 5 | May 20, 2026 |
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| Labelling Accuracy | computer vision | 8 | 1 | Mar 31, 2026 |
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| Multi-speaker Transcription | speech audio | 8 | 2 | Jun 2, 2026 |
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| Horizontal Object Detection | computer vision | 8 | 7 | Feb 20, 2026 |
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| Layout-to-Image Synthesis | image generation editingcomputer vision | 8 | 9 | Feb 18, 2026 |
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| Multi-intent detection | nlp | 8 | 1 | Apr 1, 2026 |
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| Expert Realism Classification | bio medical | 8 | 1 | Mar 31, 2026 |
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| Dereverberation | speech audio | 8 | 3 | Feb 22, 2026 |
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| Skin type classification agreement | bio medicalcomputer vision | 8 | 1 | Feb 19, 2026 |
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| Training Data Extraction | adversarial safety securitynlp | 8 | 3 | Mar 13, 2026 |
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| Natural Language Visual Reasoning | multimodalnlp+1 | 8 | 47 | Apr 21, 2026 |
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| Text Similarity | nlp | 8 | 4 | Jun 26, 2026 |
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| Multi-source Domain Adaptation | computer visiontabular time series | 8 | 13 | May 7, 2026 |
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| Compositional generation | llm chat instructionnlp | 8 | 5 | Jul 2, 2026 |
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| Spoken Dialogue Evaluation | speech audionlp | 8 | 5 | Jun 16, 2026 |
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| White Blood Cell classification | bio medicalcomputer vision | 8 | 6 | Jul 7, 2026 |
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| Summarization Evaluation | nlp | 8 | 14 | Jun 26, 2026 |
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| Path-level reasoning | robotics embodied ai | 8 | 1 | Feb 21, 2026 |
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| Session-based next-item recommendation | retrieval search rag | 8 | 1 | Mar 31, 2026 |
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| Tooth segmentation | computer vision | 8 | 5 | May 21, 2026 |
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| Video Camouflaged Object Detection | computer vision | 8 | 6 | Jul 1, 2026 |
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