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{"description": "Causal3D is a benchmark for evaluating causal reasoning in physical and hypothetical visual scenes. \nIt includes both real-world recordings and rendered synthetic scenes demonstrating causal interactions.\n", "citation": "@article{liu2025causal3d,\n title={CAUSAL3D: A Comprehensive Benchmark for Causal Learning from Visual Data},\n author={Liu, Disheng and Qiao, Yiran and Liu, Wuche and Lu, Yiren and Zhou, Yunlai and Liang, Tuo and Yin, Yu and Ma, Jing},\n journal={arXiv preprint arXiv:2503.04852},\n year={2025}\n}\n", "homepage": "https://huggingface.co/datasets/LLDDSS/Causal3D", "license": "CC-BY-4.0", "features": {"image": {"_type": "Image"}, "file_name": {"dtype": "string", "_type": "Value"}, "metadata": {"dtype": "string", "_type": "Value"}}, "builder_name": "dataset", "dataset_name": "dataset", "config_name": "real_scenes_Water_flow_scene_render", "version": {"version_str": "1.0.0", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 0, "num_examples": 0, "dataset_name": "dataset"}}, "download_checksums": {}, "download_size": 0, "dataset_size": 0, "size_in_bytes": 0}
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