├── .gitignore ├── LICENSE ├── Readme.md ├── assets ├── CorrelationMatrix.png ├── favicon │ ├── apple-touch-icon.png │ ├── favicon-96x96.png │ ├── favicon.ico │ ├── favicon.svg │ ├── site.webmanifest │ ├── web-app-manifest-192x192.png │ └── web-app-manifest-512x512.png ├── interactive_plot.png ├── logo_quba.ico ├── logo_quba.png ├── teaser_figure.png └── teaser_figure_website.png ├── data_utils.py ├── environment.yml ├── eval.py ├── eval.sh ├── helper ├── __init__.py ├── backgrounds_challenge │ ├── .gitignore │ ├── in9_classes.txt │ └── in_to_in9.json ├── base.py ├── benchmarks.py ├── generate_data.py ├── imagenet.py ├── linear_probing.py ├── models │ ├── EGG-INFO │ │ ├── PKG-INFO │ │ ├── SOURCES.txt │ │ ├── dependency_links.txt │ │ ├── not-zip-safe │ │ ├── requires.txt │ │ └── top_level.txt │ ├── dino │ │ ├── resnet_dino.py │ │ └── vision_transformer.py │ ├── mae │ │ └── models_vit.py │ ├── mobileclip │ │ ├── __init__.py │ │ ├── clip.py │ │ ├── configs │ │ │ ├── mobileclip_b.json │ │ │ ├── mobileclip_s0.json │ │ │ ├── mobileclip_s1.json │ │ │ └── mobileclip_s2.json │ │ ├── image_encoder.py │ │ ├── logger.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── mci.py │ │ │ └── vit.py │ │ ├── modules │ │ │ ├── __init__.py │ │ │ ├── common │ │ │ │ ├── __init__.py │ │ │ │ ├── mobileone.py │ │ │ │ └── transformer.py │ │ │ ├── image │ │ │ │ ├── __init__.py │ │ │ │ ├── image_projection.py │ │ │ │ └── replknet.py │ │ │ └── text │ │ │ │ ├── __init__.py │ │ │ │ ├── repmixer.py │ │ │ │ └── tokenizer.py │ │ └── text_encoder.py │ ├── model-config │ │ ├── mobileclip_b.json │ │ ├── mobileclip_s0.json │ │ ├── mobileclip_s1.json │ │ └── mobileclip_s2.json │ └── model_wrappers.py ├── modelvshuman │ ├── .gitignore │ ├── CODE_LICENSE_MODELVSHUMAN │ ├── __init__.py │ ├── datasets │ │ ├── .gitignore │ │ ├── __init__.py │ │ ├── base.py │ │ ├── create_dataset.py │ │ ├── dataloaders.py │ │ ├── decision_mappings.py │ │ ├── experiments.py │ │ ├── imagenet.py │ │ ├── info_mappings.py │ │ ├── registry.py │ │ ├── sketch.py │ │ ├── stylized.py │ │ └── texture_shape.py │ ├── evaluation │ │ ├── .gitignore │ │ ├── __init__.py │ │ ├── evaluate.py │ │ ├── imagenet_labels.txt │ │ └── metrics.py │ ├── helper │ │ ├── .gitignore │ │ ├── __init__.py │ │ ├── categories.txt │ │ ├── human_categories.py │ │ ├── plotting_helper.py │ │ └── wordnet_functions.py │ ├── plotting │ │ ├── .gitignore │ │ ├── __init__.py │ │ ├── analyses.py │ │ ├── colors.py │ │ └── decision_makers.py │ └── utils.py ├── uncertainty.py └── utils.py ├── index.html ├── quba_constants.py └── results.xlsx /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/visinf/beyond-accuracy/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/visinf/beyond-accuracy/HEAD/LICENSE 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