datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
ZoomBench
ZoomBench: A Fine-Grained Multimodal Perception Benchmark
📃 Paper | 🏠 Project | 🤗 Models
Overview
ZoomBench is a challenging benchmark designed to evaluate the fine-grained multimodal perception capabilities of Multimodal Large Language Models (MLLMs). It specifically targets scenarios where decisive visual evidence is small, subtle, or easily overwhelmed by global context — situations that demand "zooming-level" perception from a single full image.
It is… See the full description on the dataset page: https://huggingface.co/datasets/inclusionAI/ZoomBench.ImageNet-C-zoom_blur-severity_5eval_ep100_seedNone_circle_big_car_less_zoom_40000_defaultThis dataset was created using LeRobot.
Dataset Structure
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"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Lyrasilas/eval_ep100_seedNone_circle_big_car_less_zoom_40000_default.rope-zoomThis dataset was created using LeRobot.
Dataset Structure
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"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/rdoshi21/rope-zoom.eval_ep100_seedNone_circle_big_car_less_zoom_10000_ppo_circle_bigThis dataset was created using LeRobot.
Dataset Structure
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"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Lyrasilas/eval_ep100_seedNone_circle_big_car_less_zoom_10000_ppo_circle_big.ImageNet-C-zoom_blur-severity_4eval_ep1000_seedNone_default_car_less_zoom_40000_default_nokerbsThis dataset was created using LeRobot.
Dataset Structure
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"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Lyrasilas/eval_ep1000_seedNone_default_car_less_zoom_40000_default_nokerbs.eval_ep100_seedNone_circle_big_car_less_zoom_20000_circle_bigThis dataset was created using LeRobot.
Dataset Structure
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"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Lyrasilas/eval_ep100_seedNone_circle_big_car_less_zoom_20000_circle_big.eval_ep1000_seedNone_default_car_less_zoom_20000_ppo_defaultThis dataset was created using LeRobot.
Dataset Structure
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"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Lyrasilas/eval_ep1000_seedNone_default_car_less_zoom_20000_ppo_default.eval_ep1000_seedNone_default_car_less_zoom_10000_ppo_circle_bigThis dataset was created using LeRobot.
Dataset Structure
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"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Lyrasilas/eval_ep1000_seedNone_default_car_less_zoom_10000_ppo_circle_big.ZoomBenchmldr-zoomed-100char-total-queries-documentsmldr-zoomed-1000char-total-queries-documentseval_ep50_seed1_circle_small_car_less_zoom_30000_ppo_circle_bigThis dataset was created using LeRobot.
Dataset Structure
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"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Lyrasilas/eval_ep50_seed1_circle_small_car_less_zoom_30000_ppo_circle_big.eval_ep500_seed1_default_car_less_zoom_40000_ppo_circle_bigThis dataset was created using LeRobot.
Dataset Structure
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"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Lyrasilas/eval_ep500_seed1_default_car_less_zoom_40000_ppo_circle_big.zoom_cam5This dataset was created using LeRobot.
Dataset Structure
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"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/itsvinniehere/zoom_cam5.eval_ep50_seed1_circle_small_car_less_zoom_20000_ppo_circle_smallThis dataset was created using LeRobot.
Dataset Structure
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Dataset Structure
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"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/rdoshi21/panda-rope-zoom2.mldr-zoomed-1000char-2000-queries-documentsvstar_direct_attributes_seal_zoomeval_ep100_seedNone_circle_big_car_less_zoom_10000_ppo_circle_smallThis dataset was created using LeRobot.
Dataset Structure
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Dataset Structure
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"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Lyrasilas/eval_ep500_seed1_default_car_less_zoom_10000_ppo_default.panda-rope-zoomThis dataset was created using LeRobot.
Dataset Structure
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Dataset Structure
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Dataset Structure
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Dataset Structure
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Dataset Structure
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Dataset Structure
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"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/itsvinniehere/zoom_cam6.
