├── LICENSE ├── README.md ├── data ├── BreastMNIST │ ├── README.md │ ├── breastmnist_map.csv │ ├── counterfactual_data │ │ ├── test │ │ │ ├── image_110.png │ │ │ ├── image_115.png │ │ │ ├── image_121.png │ │ │ ├── image_122.png │ │ │ ├── image_123.png │ │ │ ├── image_129.png │ │ │ ├── image_134.png │ │ │ ├── image_137.png │ │ │ ├── image_138.png │ │ │ ├── image_142.png │ │ │ ├── image_147.png │ │ │ ├── image_15.png │ │ │ ├── image_152.png │ │ │ ├── image_17.png │ │ │ ├── image_18.png │ │ │ ├── image_20.png │ │ │ ├── image_21.png │ │ │ ├── image_22.png │ │ │ ├── image_23.png │ │ │ ├── image_27.png │ │ │ ├── image_28.png │ │ │ ├── image_29.png │ │ │ ├── image_31.png │ │ │ ├── image_34.png │ │ │ ├── image_36.png │ │ │ ├── image_37.png │ │ │ ├── image_38.png │ │ │ ├── image_40.png │ │ │ ├── image_42.png │ │ │ ├── image_46.png │ │ │ ├── image_48.png │ │ │ ├── image_50.png │ │ │ ├── image_54.png │ │ │ ├── image_57.png │ │ │ ├── image_58.png │ │ │ ├── image_61.png │ │ │ ├── image_65.png │ │ │ ├── image_70.png │ │ │ ├── image_75.png │ │ │ ├── image_76.png │ │ │ ├── image_78.png │ │ │ ├── image_8.png │ │ │ ├── image_80.png │ │ │ ├── image_85.png │ │ │ ├── image_89.png │ │ │ ├── image_90.png │ │ │ ├── image_93.png │ │ │ ├── image_96.png │ │ │ ├── image_97.png │ │ │ └── image_98.png │ │ ├── train │ │ │ ├── image_101.png │ │ │ ├── image_102.png │ │ │ ├── image_104.png │ │ │ ├── image_111.png │ │ │ ├── image_115.png │ │ │ ├── image_118.png │ │ │ ├── image_132.png │ │ │ ├── image_137.png │ │ │ ├── image_14.png │ │ │ ├── image_143.png │ │ │ ├── image_149.png │ │ │ ├── image_155.png │ │ │ ├── image_178.png │ │ │ ├── image_180.png │ │ │ ├── image_193.png │ │ │ ├── image_196.png │ │ │ ├── image_197.png │ │ │ ├── image_198.png │ │ │ ├── image_2.png │ │ │ ├── image_20.png │ │ │ ├── image_200.png │ │ │ ├── image_204.png │ │ │ ├── image_205.png │ │ │ ├── image_209.png │ │ │ ├── image_214.png │ │ │ ├── image_216.png │ │ │ ├── image_218.png │ │ │ ├── image_223.png │ │ │ ├── image_224.png │ │ │ ├── image_225.png │ │ │ ├── image_23.png │ │ │ ├── image_231.png │ │ │ ├── image_238.png │ │ │ ├── image_239.png │ │ │ ├── image_24.png │ │ │ ├── image_241.png │ │ │ ├── image_244.png │ │ │ ├── image_245.png │ │ │ ├── image_251.png │ │ │ ├── image_252.png │ │ │ ├── image_255.png │ │ │ ├── image_258.png │ │ │ ├── image_266.png │ │ │ ├── image_272.png │ │ │ ├── image_273.png │ │ │ ├── image_276.png │ │ │ ├── image_278.png │ │ │ ├── image_279.png │ │ │ ├── image_285.png │ │ │ ├── image_289.png │ │ │ ├── image_290.png │ │ │ ├── image_295.png │ │ │ ├── image_297.png │ │ │ ├── image_298.png │ │ │ ├── image_299.png │ │ │ ├── image_30.png │ │ │ ├── image_301.png │ │ │ ├── image_306.png │ │ │ ├── image_318.png │ │ │ ├── image_319.png │ │ │ ├── image_32.png │ │ │ ├── image_320.png │ │ │ ├── image_321.png │ │ │ ├── image_324.png │ │ │ ├── image_328.png │ │ │ ├── image_329.png │ │ │ ├── image_330.png │ │ │ ├── image_333.png │ │ │ ├── image_335.png │ │ │ ├── image_340.png │ │ │ ├── image_341.png │ │ │ ├── image_342.png │ │ │ ├── image_348.png │ │ │ ├── image_352.png │ │ │ ├── image_354.png │ │ │ ├── image_356.png │ │ │ ├── image_357.png │ │ │ ├── image_358.png │ │ │ ├── image_36.png │ │ │ ├── image_360.png │ │ │ ├── image_361.png │ │ │ ├── image_365.png │ │ │ ├── image_367.png │ │ │ ├── image_37.png │ │ │ ├── image_375.png │ │ │ ├── image_376.png │ │ │ ├── image_381.png │ │ │ ├── image_387.png │ │ │ ├── image_392.png │ │ │ ├── image_393.png │ │ │ ├── image_394.png │ │ │ ├── image_398.png │ │ │ ├── image_4.png │ │ │ ├── image_400.png │ │ │ ├── image_402.png │ │ │ ├── image_403.png │ │ │ ├── image_405.png │ │ │ ├── image_407.png │ │ │ ├── image_41.png │ │ │ ├── image_412.png │ │ │ ├── image_417.png │ │ │ ├── image_42.png │ │ │ ├── image_421.png │ │ │ ├── image_422.png │ │ │ ├── image_423.png │ │ │ ├── image_424.png │ │ │ ├── image_425.png │ │ │ ├── image_426.png │ │ │ ├── image_427.png │ │ │ ├── image_430.png │ │ │ ├── image_434.png │ │ │ ├── image_435.png │ │ │ ├── image_440.png │ │ │ ├── image_450.png │ │ │ ├── image_454.png │ │ │ ├── image_455.png │ │ │ ├── image_459.png │ │ │ ├── image_460.png │ │ │ ├── image_463.png │ │ │ ├── image_466.png │ │ │ ├── image_469.png │ │ │ ├── image_490.png │ │ │ ├── image_491.png │ │ │ ├── image_493.png │ │ │ ├── image_497.png │ │ │ ├── image_498.png │ │ │ ├── image_50.png │ │ │ ├── image_509.png │ │ │ ├── image_51.png │ │ │ ├── image_510.png │ │ │ ├── image_517.png │ │ │ ├── image_520.png │ │ │ ├── image_521.png │ │ │ ├── image_524.png │ │ │ ├── image_53.png │ │ │ ├── image_531.png │ │ │ ├── image_534.png │ │ │ ├── image_536.png │ │ │ ├── image_537.png │ │ │ ├── image_541.png │ │ │ ├── image_542.png │ │ │ ├── image_543.png │ │ │ ├── image_56.png │ │ │ ├── image_59.png │ │ │ ├── image_62.png │ │ │ ├── image_63.png │ │ │ ├── image_65.png │ │ │ ├── image_69.png │ │ │ ├── image_70.png │ │ │ ├── image_73.png │ │ │ ├── image_77.png │ │ │ ├── image_79.png │ │ │ ├── image_81.png │ │ │ ├── image_83.png │ │ │ ├── image_86.png │ │ │ ├── image_88.png │ │ │ ├── image_89.png │ │ │ ├── image_91.png │ │ │ └── image_96.png │ │ └── val │ │ │ ├── image_18.png │ │ │ ├── image_2.png │ │ │ ├── image_20.png │ │ │ ├── image_21.png │ │ │ ├── image_25.png │ │ │ ├── image_31.png │ │ │ ├── image_32.png │ │ │ ├── image_41.png │ │ │ ├── image_42.png │ │ │ ├── image_48.png │ │ │ ├── image_50.png │ │ │ ├── image_52.png │ │ │ ├── image_57.png │ │ │ ├── image_58.png │ │ │ ├── image_61.png │ │ │ ├── image_64.png │ │ │ ├── image_69.png │ │ │ └── image_7.png │ ├── manual_annotations │ │ └── annotations.txt │ └── process_breastmnist.py ├── D7P │ ├── README.md │ ├── counterfactual_data │ │ ├── basal_cell_carcinoma │ │ │ ├── NEL034.JPG │ │ │ ├── NEL088.JPG │ │ │ ├── NEL099.JPG │ │ │ ├── NGL046.JPG │ │ │ ├── Nel035.jpg │ │ │ ├── Nel084.jpg │ │ │ ├── Nel085.jpg │ │ │ ├── Nel086.jpg │ │ │ ├── Nel087.jpg │ │ │ ├── Nel089.jpg │ │ │ ├── Nel091.jpg │ │ │ ├── Nel092.jpg │ │ │ ├── Nel094.jpg │ │ │ ├── Nel095.jpg │ │ │ ├── Nfl067.jpg │ │ │ └── Nfl068.jpg │ │ ├── dermatofibroma │ │ │ ├── Nfl003.jpg │ │ │ └── Nfl004.jpg │ │ ├── melanoma │ │ │ ├── NBL043.JPG │ │ │ ├── NBL047.JPG │ │ │ ├── NGL003.JPG │ │ │ ├── NGL009.JPG │ │ │ ├── NGL010.JPG │ │ │ ├── NGL014.JPG │ │ │ ├── Nal026.jpg │ │ │ ├── Nal034.jpg │ │ │ ├── Nal036.jpg │ │ │ ├── Nal046.jpg │ │ │ ├── Nal047.jpg │ │ │ ├── Nal050.jpg │ │ │ ├── Nal060.jpg │ │ │ ├── Nal066.jpg │ │ │ ├── Nal067.jpg │ │ │ ├── Nal073.jpg │ │ │ ├── Nal074.jpg │ │ │ ├── Nal079.jpg │ │ │ ├── Nal080.jpg │ │ │ ├── Nal087.jpg │ │ │ ├── Nal088.jpg │ │ │ ├── Nal089.jpg │ │ │ ├── Nal090.jpg │ │ │ ├── Nal096.jpg │ │ │ ├── Nal097.jpg │ │ │ ├── Nbl009.jpg │ │ │ ├── Nbl027.jpg │ │ │ ├── Nbl028.jpg │ │ │ ├── Nbl029.jpg │ │ │ ├── Nbl030.jpg │ │ │ ├── Nbl058.jpg │ │ │ ├── Nfl069.jpg │ │ │ ├── Nfl071.jpg │ │ │ ├── Ngl001.jpg │ │ │ ├── Ngl002.jpg │ │ │ ├── Ngl007.jpg │ │ │ ├── Ngl012.jpg │ │ │ ├── Ngl015.jpg │ │ │ ├── Ngl016.jpg │ │ │ ├── Ngl020.jpg │ │ │ ├── Ngl021.jpg │ │ │ ├── Ngl040.jpg │ │ │ ├── Ngl041.jpg │ │ │ ├── Ngl054.jpg │ │ │ ├── Ngl055.jpg │ │ │ ├── Nll013.jpg │ │ │ ├── nal095.jpg │ │ │ ├── nal097bis.jpg │ │ │ ├── newl031.jpg │ │ │ ├── nfl070.jpg │ │ │ └── nfl072.jpg │ │ ├── nevus │ │ │ ├── NCL070.JPG │ │ │ ├── NDL034.jpg │ │ │ ├── NEL011.JPG │ │ │ ├── NGL048.JPG │ │ │ ├── NLL034.JPG │ │ │ ├── NLL045.JPG │ │ │ ├── NLL047.JPG │ │ │ ├── NLL052.JPG │ │ │ ├── NLL065.JPG │ │ │ ├── NLL067.JPG │ │ │ ├── Nbl075.jpg │ │ │ ├── Nbl079.jpg │ │ │ ├── Nbl080.jpg │ │ │ ├── Nbl087.jpg │ │ │ ├── Nbl088.jpg │ │ │ ├── Ncl003.jpg │ │ │ ├── Ncl004.jpg │ │ │ ├── Ncl005.jpg │ │ │ ├── Ncl006.jpg │ │ │ ├── Ncl007.jpg │ │ │ ├── Ncl008.jpg │ │ │ ├── Ncl013.jpg │ │ │ ├── Ncl014.jpg │ │ │ ├── Ncl043.jpg │ │ │ ├── Ncl044.jpg │ │ │ ├── Ncl047.jpg │ │ │ ├── Ncl048.jpg │ │ │ ├── Ncl075.jpg │ │ │ ├── Ncl076.jpg │ │ │ ├── Ncl079.jpg │ │ │ ├── Ncl080.jpg │ │ │ ├── Ncl085.jpg │ │ │ ├── Ncl086.jpg │ │ │ ├── Ncl093.jpg │ │ │ ├── Ncl094.jpg │ │ │ ├── Ndl017.jpg │ │ │ ├── Ndl018.jpg │ │ │ ├── Ndl020.jpg │ │ │ ├── Ndl021.jpg │ │ │ ├── Ndl024.jpg │ │ │ ├── Ndl026.jpg │ │ │ ├── Ndl027.jpg │ │ │ ├── Ndl028.jpg │ │ │ ├── Ndl029.jpg │ │ │ ├── Ndl030.jpg │ │ │ ├── Ndl031.jpg │ │ │ ├── Ndl045.jpg │ │ │ ├── Ndl061.jpg │ │ │ ├── Ndl069.jpg │ │ │ ├── Ndl070.jpg │ │ │ ├── Ndl079.jpg │ │ │ ├── Ndl080.jpg │ │ │ ├── Ndl082.jpg │ │ │ ├── Ndl083.jpg │ │ │ ├── Ndl084.jpg │ │ │ ├── Nel005.jpg │ │ │ ├── Nel006.jpg │ │ │ ├── Nel008.jpg │ │ │ ├── Nel010.jpg │ │ │ ├── Nfl031.jpg │ │ │ ├── Nfl032.jpg │ │ │ ├── Nfl033.jpg │ │ │ ├── Nfl034.jpg │ │ │ ├── Nfl035.jpg │ │ │ ├── Nfl039.jpg │ │ │ ├── Nfl040.jpg │ │ │ ├── Nfl043.jpg │ │ │ ├── Nfl044.jpg │ │ │ ├── Nfl045.jpg │ │ │ ├── Nfl046.jpg │ │ │ ├── Nfl047.jpg │ │ │ ├── Nfl048.jpg │ │ │ ├── Nfl049.jpg │ │ │ ├── Nfl050.jpg │ │ │ ├── Nfl073.jpg │ │ │ ├── Nfl074.jpg │ │ │ ├── Ngl028.jpg │ │ │ ├── Ngl029.jpg │ │ │ ├── Ngl030.jpg │ │ │ ├── Ngl031.jpg │ │ │ ├── Ngl032.jpg │ │ │ ├── Ngl033.jpg │ │ │ ├── Ngl036.jpg │ │ │ ├── Ngl037.jpg │ │ │ ├── Ngl049.jpg │ │ │ ├── Ngl059.jpg │ │ │ ├── Ngl060.jpg │ │ │ ├── Ngl085.jpg │ │ │ ├── Ngl086.jpg │ │ │ ├── Nll015.jpg │ │ │ ├── Nll019.jpg │ │ │ ├── Nll020.jpg │ │ │ ├── Nll021.jpg │ │ │ ├── Nll023.jpg │ │ │ ├── Nll024.jpg │ │ │ ├── Nll025.jpg │ │ │ ├── Nll030.jpg │ │ │ ├── Nll037.jpg │ │ │ ├── Nll038.jpg │ │ │ ├── Nll039.jpg │ │ │ ├── Nll040.jpg │ │ │ ├── Nll041.jpg │ │ │ ├── Nll042.jpg │ │ │ ├── Nll048.jpg │ │ │ ├── Nll049.jpg │ │ │ ├── Nll050.jpg │ │ │ ├── Nll051.jpg │ │ │ ├── Nll055.jpg │ │ │ ├── Nll056.jpg │ │ │ ├── Nll057.jpg │ │ │ ├── Nll059.jpg │ │ │ ├── Nll060.jpg │ │ │ ├── Nll061.jpg │ │ │ ├── Nll062.jpg │ │ │ ├── Nll068.jpg │ │ │ ├── Nll069.jpg │ │ │ ├── Nll071.jpg │ │ │ ├── Nll072.jpg │ │ │ ├── Nll075.jpg │ │ │ ├── Nll076.jpg │ │ │ ├── Nll083.jpg │ │ │ ├── Nll084.jpg │ │ │ ├── Nll087.jpg │ │ │ ├── Nll088.jpg │ │ │ ├── Nll093.jpg │ │ │ ├── Nll094.jpg │ │ │ ├── Nml031.jpg │ │ │ ├── Nml033.jpg │ │ │ ├── Nml034.jpg │ │ │ ├── Nml042.jpg │ │ │ ├── Nml043.jpg │ │ │ ├── Nml044.jpg │ │ │ ├── Nml046.jpg │ │ │ ├── Nml047.jpg │ │ │ ├── Nml048.jpg │ │ │ ├── Nml049.jpg │ │ │ ├── Nml050.jpg │ │ │ ├── Nml051.jpg │ │ │ ├── Nml062.jpg │ │ │ ├── Nml064.jpg │ │ │ ├── Nml065.jpg │ │ │ ├── Nml066.jpg │ │ │ ├── ndl014.jpg │ │ │ ├── ndl085.jpg │ │ │ ├── ndl085bis.jpg │ │ │ ├── nll022.jpg │ │ │ ├── nll026.jpg │ │ │ ├── nll029.jpg │ │ │ ├── nll031.jpg │ │ │ ├── nll032.jpg │ │ │ └── nll033.jpg │ │ ├── pigmented_benign_keratosis │ │ │ ├── NFL023.JPG │ │ │ ├── NFL028.jpg │ │ │ ├── Nfl005.jpg │ │ │ ├── Nfl006.jpg │ │ │ ├── Nfl007.jpg │ │ │ ├── Nfl012.jpg │ │ │ ├── Nfl015.jpg │ │ │ ├── Nfl016.jpg │ │ │ ├── Nfl017.jpg │ │ │ ├── Nfl018.jpg │ │ │ ├── Nfl019.jpg │ │ │ ├── Nfl020.jpg │ │ │ ├── Nfl021.jpg │ │ │ ├── Nfl024.jpg │ │ │ ├── Nfl025.jpg │ │ │ └── Nfl027.jpg │ │ └── vascular_lesion │ │ │ ├── NEL055.JPG │ │ │ ├── Nel054.jpg │ │ │ ├── Nel056.jpg │ │ │ ├── Nel057.jpg │ │ │ ├── Nel058.jpg │ │ │ ├── Nel059.jpg │ │ │ ├── Nel064.jpg │ │ │ ├── Nel065.jpg │ │ │ ├── Nel067.jpg │ │ │ ├── Nel068.jpg │ │ │ ├── Nel069.jpg │ │ │ ├── Nel070.jpg │ │ │ ├── Nel072.jpg │ │ │ ├── Nel073.jpg │ │ │ ├── Nel074.jpg │ │ │ ├── Nel075.jpg │ │ │ ├── Nml040.jpg │ │ │ ├── Nml041.jpg │ │ │ └── Nml107.jpg │ ├── manual_annotations │ │ ├── ruler_type_1.txt │ │ ├── ruler_type_2.txt │ │ ├── ruler_type_3.txt │ │ └── uncertain.txt │ └── process_D7P.py └── README.md ├── evaluate_OOD_detection_method.py ├── figures ├── Annotations gif.gif ├── Dataset_summary.jpg ├── New Counterfactual Data (1).gif ├── OOD detection results figure.jpg ├── OOD methods figure.jpg ├── OOD_det_vs_failure_det.jpg ├── Paper_summary.gif ├── Post-hoc OOD detection methods.jpg └── YouTube.jpg ├── make_synthetic_artefacts.py ├── outputs ├── experiment_outputs │ └── README.md └── saved_models │ ├── BreastMNIST │ └── README.md │ ├── D7P │ └── README.md │ └── model_list.csv ├── source ├── config │ ├── BreastMNIST.py │ ├── D7P.py │ ├── SHVM.py │ ├── cifar10.py │ └── cifar100.py ├── dataloaders │ ├── BreastMNIST_dataloader.py │ ├── Dataset_class.py │ └── skin_lesion_dataloader.py ├── methods │ ├── DICE.py │ ├── GRAM.py │ ├── MaxLogit.py │ ├── ReAct.py │ ├── deepensemble.py │ ├── energy.py │ ├── entropy.py │ ├── gradnorm.py │ ├── jointEnergy.py │ ├── logit_KL_div.py │ ├── mahalanobis.py │ ├── mcdp.py │ ├── mcdp_mi.py │ ├── mcp.py │ └── odin.py ├── models │ └── wide_resnet.py └── util │ ├── Select_dataset.py │ ├── Train_DNN.py │ ├── common_args.py │ ├── evaluate_network_utils.py │ ├── general_utils.py │ ├── mahal_utils.py │ ├── processing_data_utils.py │ └── training_utils.py └── training.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HarryAnthony/Evaluating_OOD_detection/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HarryAnthony/Evaluating_OOD_detection/HEAD/README.md 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