├── .github └── ISSUE_TEMPLATE │ ├── new-external-evaluations.md │ └── new-model.md ├── .gitignore ├── CITATION.bib ├── LICENSE ├── MANIFEST.in ├── README.md ├── images ├── aa_robustness_overestimation_vs_venues.png ├── aa_robustness_vs_reported.png ├── aa_robustness_vs_standard.png ├── aa_robustness_vs_venues.png ├── aa_robustness_vs_years.png ├── leaderboard_screenshot_corruptions.png ├── leaderboard_screenshot_l2.png ├── leaderboard_screenshot_linf.png └── plots_analysis_jsons.png ├── model_info ├── cifar10 │ ├── L2 │ │ ├── Amini2024MeanSparse_S-WRN-70-16.json │ │ ├── Augustin2020Adversarial.json │ │ ├── Augustin2020Adversarial_34_10.json │ │ ├── Augustin2020Adversarial_34_10_extra.json │ │ ├── Ding2020MMA.json │ │ ├── Engstrom2019Robustness.json │ │ ├── Gowal2020Uncovering.json │ │ ├── Gowal2020Uncovering_extra.json │ │ ├── Rade2021Helper_R18_ddpm.json │ │ ├── Rebuffi2021Fixing_28_10_cutmix_ddpm.json │ │ ├── Rebuffi2021Fixing_70_16_cutmix_ddpm.json │ │ ├── Rebuffi2021Fixing_70_16_cutmix_extra.json │ │ ├── Rebuffi2021Fixing_R18_cutmix_ddpm.json │ │ ├── Rice2020Overfitting.json │ │ ├── Rony2019Decoupling.json │ │ ├── Sehwag2021Proxy.json │ │ ├── Sehwag2021Proxy_R18.json │ │ ├── Standard.json │ │ ├── Wang2023Better_WRN-28-10.json │ │ ├── Wang2023Better_WRN-70-16.json │ │ └── Wu2020Adversarial.json │ ├── Linf │ │ ├── Addepalli2021Towards_RN18.json │ │ ├── Addepalli2021Towards_WRN34.json │ │ ├── Addepalli2022Efficient_RN18.json │ │ ├── Addepalli2022Efficient_WRN_34_10.json │ │ ├── Alayrac2019Labels.json │ │ ├── Alfarra2020ClusTR.json │ │ ├── Amini2024MeanSparse_Ra_WRN_70_16.json │ │ ├── Amini2024MeanSparse_S-WRN-94-16.json │ │ ├── Andriushchenko2020Understanding.json │ │ ├── Atzmon2019Controlling.json │ │ ├── Bai2023Improving_edm.json │ │ ├── Bai2024MixedNUTS.json │ │ ├── Bartoldson2024Adversarial_WRN-82-8.json │ │ ├── Bartoldson2024Adversarial_WRN-94-16.json │ │ ├── Carmon2019Unlabeled.json │ │ ├── Chan2020Jacobian.json │ │ ├── Chen2020Adversarial.json │ │ ├── Chen2020Efficient.json │ │ ├── Chen2021LTD_WRN34_10.json │ │ ├── Chen2021LTD_WRN34_20.json │ │ ├── Chen2024Data_WRN_34_10.json │ │ ├── Chen2024Data_WRN_34_20.json │ │ ├── Cui2020Learnable_34_10.json │ │ ├── Cui2020Learnable_34_20.json │ │ ├── Cui2023Decoupled_WRN-28-10.json │ │ ├── Cui2023Decoupled_WRN-34-10.json │ │ ├── Dai2021Parameterizing.json │ │ ├── Debenedetti2022Light_XCiT-L12.json │ │ ├── Debenedetti2022Light_XCiT-M12.json │ │ ├── Debenedetti2022Light_XCiT-S12.json │ │ ├── Ding2020MMA.json │ │ ├── Engstrom2019Robustness.json │ │ ├── Gowal2020Uncovering_28_10_extra.json │ │ ├── Gowal2020Uncovering_34_20.json │ │ ├── Gowal2020Uncovering_70_16.json │ │ ├── Gowal2020Uncovering_70_16_extra.json │ │ ├── Gowal2021Improving_28_10_ddpm_100m.json │ │ ├── Gowal2021Improving_70_16_ddpm_100m.json │ │ ├── Gowal2021Improving_R18_ddpm_100m.json │ │ ├── Hendrycks2019Using.json │ │ ├── Huang2020Self.json │ │ ├── Huang2021Exploring.json │ │ ├── Huang2021Exploring_ema.json │ │ ├── Huang2022Revisiting_WRN-A4.json │ │ ├── Jang2019Adversarial.json │ │ ├── Jia2022LAS-AT_34_10.json │ │ ├── Jia2022LAS-AT_70_16.json │ │ ├── JinRinard2020Manifold.json │ │ ├── Kang2021Stable.json │ │ ├── KimWang2020Sensible.json │ │ ├── Kumari2019Harnessing.json │ │ ├── Kundu2020Tunable.json │ │ ├── Madry2018Towards.json │ │ ├── Mao2019Metric.json │ │ ├── Moosavi-Dezfooli2019Robustness.json │ │ ├── Mustafa2019Adversarial.json │ │ ├── Pang2020Bag.json │ │ ├── Pang2020Boosting.json │ │ ├── Pang2020Rethinking.json │ │ ├── Pang2022Robustness_WRN28_10.json │ │ ├── Pang2022Robustness_WRN70_16.json │ │ ├── Peng2023Robust.json │ │ ├── Qin2019Adversarial.json │ │ ├── Rade2021Helper_R18_ddpm.json │ │ ├── Rade2021Helper_R18_extra.json │ │ ├── Rade2021Helper_ddpm.json │ │ ├── Rade2021Helper_extra.json │ │ ├── Rebuffi2021Fixing_106_16_cutmix_ddpm.json │ │ ├── Rebuffi2021Fixing_28_10_cutmix_ddpm.json │ │ ├── Rebuffi2021Fixing_70_16_cutmix_ddpm.json │ │ ├── Rebuffi2021Fixing_70_16_cutmix_extra.json │ │ ├── Rebuffi2021Fixing_R18_ddpm.json │ │ ├── Rice2020Overfitting.json │ │ ├── Sehwag2020Hydra.json │ │ ├── Sehwag2021Proxy.json │ │ ├── Sehwag2021Proxy_R18.json │ │ ├── Sehwag2021Proxy_ResNest152.json │ │ ├── Shafahi2019Adversarial.json │ │ ├── Sitawarin2020Improving.json │ │ ├── Sridhar2021Robust.json │ │ ├── Sridhar2021Robust_34_15.json │ │ ├── Standard.json │ │ ├── Wang2020Improving.json │ │ ├── Wang2023Better_WRN-28-10.json │ │ ├── Wang2023Better_WRN-70-16.json │ │ ├── WangZhang2019Bilateral.json │ │ ├── Wong2020Fast.json │ │ ├── Wu2020Adversarial.json │ │ ├── Wu2020Adversarial_extra.json │ │ ├── Wu2020Do.json │ │ ├── Xiao2020Enhancing.json │ │ ├── Xu2023Exploring_WRN-28-10.json │ │ ├── Zhang2019Theoretically.json │ │ ├── Zhang2019You.json │ │ ├── Zhang2020Attacks.json │ │ ├── Zhang2020Geometry.json │ │ ├── Zhang2020Towards.json │ │ ├── ZhangWang2019Defense.json │ │ └── ZhangXu2020Adversarial.json │ └── corruptions │ │ ├── Addepalli2021Towards_WRN34.json │ │ ├── Addepalli2022Efficient_WRN_34_10.json │ │ ├── Calian2021Defending.json │ │ ├── Diffenderfer2021Winning_Binary.json │ │ ├── Diffenderfer2021Winning_Binary_CARD_Deck.json │ │ ├── Diffenderfer2021Winning_LRR.json │ │ ├── Diffenderfer2021Winning_LRR_CARD_Deck.json │ │ ├── Erichson2022NoisyMix.json │ │ ├── Gowal2020Uncovering_70_16_L2.json │ │ ├── Gowal2020Uncovering_70_16_Linf.json │ │ ├── Gowal2020Uncovering_70_16_extra_L2.json │ │ ├── Gowal2020Uncovering_70_16_extra_Linf.json │ │ ├── Hendrycks2020AugMix_ResNeXt.json │ │ ├── Hendrycks2020AugMix_WRN.json │ │ ├── Kireev2021Effectiveness_AugMixNoJSD.json │ │ ├── Kireev2021Effectiveness_Gauss50percent.json │ │ ├── Kireev2021Effectiveness_RLAT.json │ │ ├── Kireev2021Effectiveness_RLATAugMix.json │ │ ├── Kireev2021Effectiveness_RLATAugMixNoJSD.json │ │ ├── Modas2021PRIMEResNet18.json │ │ ├── Rebuffi2021Fixing_70_16_cutmix_extra_L2.json │ │ ├── Rebuffi2021Fixing_70_16_cutmix_extra_Linf.json │ │ ├── Standard.json │ │ └── unaggregated_results.csv ├── cifar100 │ ├── Linf │ │ ├── Addepalli2021Towards_PARN18.json │ │ ├── Addepalli2021Towards_WRN34.json │ │ ├── Addepalli2022Efficient_RN18.json │ │ ├── Addepalli2022Efficient_WRN_34_10.json │ │ ├── Amini2024MeanSparse_S-WRN-70-16.json │ │ ├── Bai2023Improving_edm.json │ │ ├── Bai2023Improving_trades.json │ │ ├── Bai2024MixedNUTS.json │ │ ├── Chen2020Efficient.json │ │ ├── Chen2021LTD_WRN34_10.json │ │ ├── Chen2024Data_WRN_34_10.json │ │ ├── Cui2020Learnable_34_10_LBGAT0.json │ │ ├── Cui2020Learnable_34_10_LBGAT6.json │ │ ├── Cui2020Learnable_34_10_LBGAT9_eps_8_255.json │ │ ├── Cui2020Learnable_34_20_LBGAT6.json │ │ ├── Cui2023Decoupled_WRN-28-10.json │ │ ├── Cui2023Decoupled_WRN-34-10.json │ │ ├── Cui2023Decoupled_WRN-34-10_autoaug.json │ │ ├── Debenedetti2022Light_XCiT-L12.json │ │ ├── Debenedetti2022Light_XCiT-M12.json │ │ ├── Debenedetti2022Light_XCiT-S12.json │ │ ├── Gowal2020Uncovering.json │ │ ├── Gowal2020Uncovering_extra.json │ │ ├── Hendrycks2019Using.json │ │ ├── Jia2022LAS-AT_34_10.json │ │ ├── Jia2022LAS-AT_34_20.json │ │ ├── Pang2022Robustness_WRN28_10.json │ │ ├── Pang2022Robustness_WRN70_16.json │ │ ├── Rade2021Helper_R18_ddpm.json │ │ ├── Rebuffi2021Fixing_28_10_cutmix_ddpm.json │ │ ├── Rebuffi2021Fixing_70_16_cutmix_ddpm.json │ │ ├── Rebuffi2021Fixing_R18_ddpm.json │ │ ├── Rice2020Overfitting.json │ │ ├── Sehwag2021Proxy.json │ │ ├── Sitawarin2020Improving.json │ │ ├── Wang2023Better_WRN-28-10.json │ │ ├── Wang2023Better_WRN-70-16.json │ │ └── Wu2020Adversarial.json │ └── corruptions │ │ ├── Addepalli2021Towards_PARN18.json │ │ ├── Addepalli2021Towards_WRN34.json │ │ ├── Addepalli2022Efficient_WRN_34_10.json │ │ ├── Diffenderfer2021Winning_Binary.json │ │ ├── Diffenderfer2021Winning_Binary_CARD_Deck.json │ │ ├── Diffenderfer2021Winning_LRR.json │ │ ├── Diffenderfer2021Winning_LRR_CARD_Deck.json │ │ ├── Erichson2022NoisyMix.json │ │ ├── Gowal2020Uncovering_Linf.json │ │ ├── Gowal2020Uncovering_extra_Linf.json │ │ ├── Hendrycks2020AugMix_ResNeXt.json │ │ ├── Hendrycks2020AugMix_WRN.json │ │ ├── Modas2021PRIMEResNet18.json │ │ └── unaggregated_results.csv └── imagenet │ ├── Linf │ ├── Amini2024MeanSparse_ConvNeXt-L.json │ ├── Amini2024MeanSparse_Swin-L.json │ ├── Bai2024MixedNUTS.json │ ├── Chen2024Data_WRN_50_2.json │ ├── Debenedetti2022Light_XCiT-L12.json │ ├── Debenedetti2022Light_XCiT-M12.json │ ├── Debenedetti2022Light_XCiT-S12.json │ ├── Engstrom2019Robustness.json │ ├── Liu2023Comprehensive_ConvNeXt-B.json │ ├── Liu2023Comprehensive_ConvNeXt-L.json │ ├── Liu2023Comprehensive_Swin-B.json │ ├── Liu2023Comprehensive_Swin-L.json │ ├── Mo2022When_Swin-B.json │ ├── Mo2022When_ViT-B.json │ ├── Peng2023Robust.json │ ├── RodriguezMunoz2024Characterizing_Swin-B.json │ ├── RodriguezMunoz2024Characterizing_Swin-L.json │ ├── Salman2020Do_50_2.json │ ├── Salman2020Do_R18.json │ ├── Salman2020Do_R50.json │ ├── Singh2023Revisiting_ConvNeXt-B-ConvStem.json │ ├── Singh2023Revisiting_ConvNeXt-L-ConvStem.json │ ├── Singh2023Revisiting_ConvNeXt-S-ConvStem.json │ ├── Singh2023Revisiting_ConvNeXt-T-ConvStem.json │ ├── Singh2023Revisiting_ViT-B-ConvStem.json │ ├── Singh2023Revisiting_ViT-S-ConvStem.json │ ├── Standard_R50.json │ ├── Wong2020Fast.json │ ├── Xu2024MIMIR_Swin-B.json │ └── Xu2024MIMIR_Swin-L.json │ └── corruptions │ ├── AlexNet.json │ ├── Erichson2022NoisyMix.json │ ├── Erichson2022NoisyMix_new.json │ ├── Geirhos2018_SIN.json │ ├── Geirhos2018_SIN_IN.json │ ├── Geirhos2018_SIN_IN_IN.json │ ├── Hendrycks2020AugMix.json │ ├── Hendrycks2020Many.json │ ├── Salman2020Do_50_2_Linf.json │ ├── Standard_R50.json │ ├── Tian2022Deeper_DeiT-B.json │ ├── Tian2022Deeper_DeiT-S.json │ ├── unaggregated_results.csv │ └── unaggregated_results_3d.csv ├── requirements.txt ├── robustbench ├── __init__.py ├── data.py ├── eval.py ├── helper_files │ ├── imagenet_class_to_id_map.json │ └── imagenet_test_image_ids.txt ├── leaderboard │ ├── __init__.py │ ├── leaderboard.html.j2 │ └── template.py ├── loaders.py ├── model_zoo │ ├── __init__.py │ ├── architectures │ │ ├── CARD_resnet.py │ │ ├── MIMIR_swin_transformer.py │ │ ├── Meansparse_ra_wrn_70_16.py │ │ ├── Meansparse_swin_L.py │ │ ├── Meansparse_wrn_70_16.py │ │ ├── Meansparse_wrn_94_16.py │ │ ├── __init__.py │ │ ├── alexnet.py │ │ ├── bit_rn.py │ │ ├── bit_rn_v2.py │ │ ├── boosting_wide_resnet.py │ │ ├── comp_model.py │ │ ├── convnext_v2.py │ │ ├── convstem_models.py │ │ ├── deit.py │ │ ├── dm_rn.py │ │ ├── dm_wide_resnet.py │ │ ├── mixing_net.py │ │ ├── optimal_spca.yaml │ │ ├── output_maps.py │ │ ├── paf_wide_resnet.py │ │ ├── resnest.py │ │ ├── resnet.py │ │ ├── resnext.py │ │ ├── robust_resnet.py │ │ ├── robust_wide_resnet.py │ │ ├── robustarch_wide_resnet.py │ │ ├── sodef_layers.py │ │ ├── sparsified_model.py │ │ ├── utils_architectures.py │ │ ├── wide_resnet.py │ │ └── xcit.py │ ├── cifar10.py │ ├── cifar100.py │ ├── enums.py │ ├── imagenet.py │ └── models.py ├── utils.py └── 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