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Download from HuggingFace

All six ARMBench datasets are now published on HuggingFace under the official Amazon organization: see the ARMBench collection on huggingface.co/amazon, or browse them by the armbench tag.

Dataset Task Size
amazon/armbench-segmentation Object segmentation 18.5 GB
amazon/armbench-object-identification Object identification 102 GB
amazon/armbench-defect-image Defect detection (images) 65 GB
amazon/armbench-defect-video Defect detection (videos) 254 GB
amazon/armbench-stow-success-prediction Stow success prediction 38 GB
amazon/armbench-blade-insertion-affordance Blade insertion affordance 600 GB

Example download of a single archive using the HuggingFace CLI:

hf download amazon/armbench-defect-video archive/armbench-defects-video-0.1.tar.gz --repo-type dataset --local-dir .


Blade Insertion Affordance is published in six parts. At 600 GB it exceeds the 500 GB per-file limit on HuggingFace, so it ships as blade_insertion.zip.part000 through blade_insertion.zip.part005. Download all six parts, then run the following from the directory that holds them — a single part on its own will not open:

cat blade_insertion.zip.part* > blade_insertion.zip


These datasets are licensed under the Creative Commons Attribution 4.0 International (CC BY 4.0). The Data Request Form below remains available if you would rather receive download links by email.

Data Request Form

Please fill the following fields and submit to get access to the benchmark dataset.

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