--- dataset_info: - config_name: Activity features: - name: image dtype: image - name: question dtype: string - name: answer dtype: string splits: - name: test num_bytes: 131502064 num_examples: 100 download_size: 131504614 dataset_size: 131502064 - config_name: Forecasting features: - name: image dtype: image - name: question dtype: string - name: answer dtype: string splits: - name: test num_bytes: 139301212 num_examples: 100 download_size: 139306138 dataset_size: 139301212 - config_name: Localization_location features: - name: image dtype: image - name: question dtype: string - name: answer dtype: string splits: - name: test num_bytes: 65819364 num_examples: 50 download_size: 65823441 dataset_size: 65819364 - config_name: Localization_spatial features: - name: image dtype: image - name: question dtype: string - name: answer dtype: string splits: - name: test num_bytes: 72483368 num_examples: 50 download_size: 72487326 dataset_size: 72483368 - config_name: Object_affordance features: - name: image dtype: image - name: question dtype: string - name: answer dtype: string splits: - name: test num_bytes: 62217423 num_examples: 50 download_size: 62219658 dataset_size: 62217423 - config_name: Object_attribute features: - name: image dtype: image - name: question dtype: string - name: answer dtype: string splits: - name: test num_bytes: 62068692 num_examples: 50 download_size: 62071978 dataset_size: 62068692 - config_name: Object_existence features: - name: image dtype: image - name: question dtype: string - name: answer dtype: string splits: - name: test num_bytes: 70741543 num_examples: 50 download_size: 70745667 dataset_size: 70741543 - config_name: Planning_assistance features: - name: image dtype: image - name: question dtype: string - name: answer dtype: string splits: - name: test num_bytes: 63263412 num_examples: 50 download_size: 63263987 dataset_size: 63263412 - config_name: Planning_navigation features: - name: image dtype: image - name: question dtype: string - name: answer dtype: string splits: - name: test num_bytes: 57345130 num_examples: 50 download_size: 57346307 dataset_size: 57345130 - config_name: Reasoning_comparing features: - name: image dtype: image - name: question dtype: string - name: answer dtype: string splits: - name: test num_bytes: 67879362 num_examples: 50 download_size: 67882224 dataset_size: 67879362 - config_name: Reasoning_counting features: - name: image dtype: image - name: question dtype: string - name: answer dtype: string splits: - name: test num_bytes: 68442367 num_examples: 50 download_size: 68446064 dataset_size: 68442367 - config_name: Reasoning_situated features: - name: image dtype: image - name: question dtype: string - name: answer dtype: string splits: - name: test num_bytes: 52522065 num_examples: 50 download_size: 52525750 dataset_size: 52522065 configs: - config_name: Activity data_files: - split: test path: Activity/test-* - config_name: Forecasting data_files: - split: test path: Forecasting/test-* - config_name: Localization_location data_files: - split: test path: Localization_location/test-* - config_name: Localization_spatial data_files: - split: test path: Localization_spatial/test-* - config_name: Object_affordance data_files: - split: test path: Object_affordance/test-* - config_name: Object_attribute data_files: - split: test path: Object_attribute/test-* - config_name: Object_existence data_files: - split: test path: Object_existence/test-* - config_name: Planning_assistance data_files: - split: test path: Planning_assistance/test-* - config_name: Planning_navigation data_files: - split: test path: Planning_navigation/test-* - config_name: Reasoning_comparing data_files: - split: test path: Reasoning_comparing/test-* - config_name: Reasoning_counting data_files: - split: test path: Reasoning_counting/test-* - config_name: Reasoning_situated data_files: - split: test path: Reasoning_situated/test-* license: apache-2.0 task_categories: - visual-question-answering language: - en tags: - First-person - VLMs - Egocentric size_categories: - n<1K --- # EgoThink (Can Vision-Language Models Think from a First-Person Perspective?) [**🌐 Homepage**](https://adacheng.github.io/EgoThink/) | [**🤗 Dataset**](https://huggingface.co/datasets/EgoThink/EgoThink) | [**🤗 Paper**](https://huggingface.co/papers/2311.15596) | [**📖 arXiv**](https://arxiv.org/abs/2311.15596) | [**GitHub**](https://github.com/AdaCheng/EgoThink) ## Contact - Sijie Cheng: csj23@mails.tsinghua.edu.cn ## Citation ```bibtex @article{cheng2023can, title={Can Vision-Language Models Think from a First-Person Perspective?}, author={Cheng, Sijie and Guo, Zhicheng and Wu, Jingwen and Fang, Kechen and Li, Peng and Liu, Huaping and Liu, Yang}, journal={arXiv preprint arXiv:2311.15596}, year={2023} } ```