sweeps/000006/AnomalyDINO/optuna_trials.csv

number,value,datetime_start,datetime_complete,duration,params_backbone,params_coreset_subsampling,params_masking,params_num_neighbors,params_sampling_ratio,user_attrs_metrics,system_attrs_fixed_params,state
0,0.9155434966087341,2026-07-19 18:35:26.703224,2026-07-19 18:44:19.655295,0 days 00:08:52.952071,vit_base_patch14,True,False,3,1.0,"{'val_image_AUROC': 0.9419642090797424, 'val_pixel_AUROC': 0.9848532676696777, 'val_pixel_academic_AUPRO': 0.9155434966087341, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.6538859605789185, 'val_precision_efficiency_ratio': 0.7142052376549867}","{'backbone': 'vit_base_patch14', 'num_neighbors': 3, 'masking': False, 'coreset_subsampling': True, 'sampling_ratio': 1.0}",COMPLETE
1,0.9171677231788635,2026-07-19 18:44:19.956112,2026-07-19 18:46:52.579000,0 days 00:02:32.622888,vit_base_patch14,True,False,1,0.24409233112063827,"{'val_image_AUROC': 0.9419642090797424, 'val_pixel_AUROC': 0.985073447227478, 'val_pixel_academic_AUPRO': 0.9171677231788635, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.6531963348388672, 'val_precision_efficiency_ratio': 0.712188532512807}",,COMPLETE
2,0.5089917182922363,2026-07-19 18:46:52.873902,2026-07-19 18:47:24.842836,0 days 00:00:31.968934,vit_base_patch14,True,True,5,0.10165290566979247,"{'val_image_AUROC': 0.9151785969734192, 'val_pixel_AUROC': 0.39770805835723877, 'val_pixel_academic_AUPRO': 0.5089917182922363, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.4330836534500122, 'val_precision_efficiency_ratio': 0.8508658154657014}",,COMPLETE
3,0.9163728952407837,2026-07-19 18:47:25.133519,2026-07-19 18:54:43.688866,0 days 00:07:18.555347,vit_base_patch14,True,False,1,0.814028301767204,"{'val_image_AUROC': 0.9419642090797424, 'val_pixel_AUROC': 0.9848452806472778, 'val_pixel_academic_AUPRO': 0.9163728952407837, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.653351366519928, 'val_precision_efficiency_ratio': 0.7129754381792961}",,COMPLETE
4,0.9150891304016113,2026-07-19 18:54:44.023944,2026-07-19 19:01:16.314506,0 days 00:06:32.290562,vit_base_patch14,True,False,3,0.7214235194017142,"{'val_image_AUROC': 0.9374999403953552, 'val_pixel_AUROC': 0.9848219156265259, 'val_pixel_academic_AUPRO': 0.9150891304016113, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.6540082097053528, 'val_precision_efficiency_ratio': 0.7146934522305207}",,COMPLETE
5,0.9139870405197144,2026-07-19 19:01:16.608552,2026-07-19 19:02:40.390086,0 days 00:01:23.781534,vit_base_patch14,True,False,1,0.11132457647928332,"{'val_image_AUROC': 0.9419642090797424, 'val_pixel_AUROC': 0.9843111038208008, 'val_pixel_academic_AUPRO': 0.9139870405197144, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.6418989300727844, 'val_precision_efficiency_ratio': 0.7023063803046766}",,COMPLETE
6,0.9191103577613831,2026-07-19 19:02:40.693960,2026-07-19 19:05:51.209199,0 days 00:03:10.515239,vit_base_patch14,True,False,5,0.32300059729671343,"{'val_image_AUROC': 0.9419642090797424, 'val_pixel_AUROC': 0.9850558042526245, 'val_pixel_academic_AUPRO': 0.9191103577613831, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.6668204665184021, 'val_precision_efficiency_ratio': 0.7255064213861467}",,COMPLETE
7,0.9145734310150146,2026-07-19 19:05:51.522249,2026-07-19 19:07:14.819242,0 days 00:01:23.296993,vit_base_patch14,True,False,1,0.1084964410604049,"{'val_image_AUROC': 0.9419642090797424, 'val_pixel_AUROC': 0.9843052625656128, 'val_pixel_academic_AUPRO': 0.9145734310150146, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.644020676612854, 'val_precision_efficiency_ratio': 0.7041760177726845}",,COMPLETE
8,0.9176351428031921,2026-07-19 19:07:15.144063,2026-07-19 19:10:17.524811,0 days 00:03:02.380748,vit_base_patch14,True,False,5,0.30394719168956724,"{'val_image_AUROC': 0.9374999403953552, 'val_pixel_AUROC': 0.9849192500114441, 'val_pixel_academic_AUPRO': 0.9176351428031921, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.6580091714859009, 'val_precision_efficiency_ratio': 0.7170705880725254}",,COMPLETE
9,0.5066892504692078,2026-07-19 19:10:17.823016,2026-07-19 19:10:47.020628,0 days 00:00:29.197612,vit_base_patch14,True,True,3,0.07493486460910444,"{'val_image_AUROC': 0.9151785969734192, 'val_pixel_AUROC': 0.3970910906791687, 'val_pixel_academic_AUPRO': 0.5066892504692078, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.4310404360294342, 'val_precision_efficiency_ratio': 0.85069978419767}",,COMPLETE
10,0.5130907893180847,2026-07-19 19:10:47.330420,2026-07-19 19:11:45.790964,0 days 00:00:58.460544,vit_base_patch14,True,True,5,0.3598400988990067,"{'val_image_AUROC': 0.9151785969734192, 'val_pixel_AUROC': 0.39933842420578003, 'val_pixel_academic_AUPRO': 0.5130907893180847, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.4385036826133728, 'val_precision_efficiency_ratio': 0.8546317566841518}",,COMPLETE
11,0.9163000583648682,2026-07-19 19:11:46.095275,2026-07-19 19:14:38.948497,0 days 00:02:52.853222,vit_base_patch14,True,False,5,0.28764856520797794,"{'val_image_AUROC': 0.9374999403953552, 'val_pixel_AUROC': 0.9846710562705994, 'val_pixel_academic_AUPRO': 0.9163000583648682, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.649075448513031, 'val_precision_efficiency_ratio': 0.7083656086100247}",,COMPLETE
12,0.9162248969078064,2026-07-19 19:14:39.240573,2026-07-19 19:19:09.313427,0 days 00:04:30.072854,vit_base_patch14,True,False,5,0.4804015062833304,"{'val_image_AUROC': 0.9374999403953552, 'val_pixel_AUROC': 0.984886884689331, 'val_pixel_academic_AUPRO': 0.9162248969078064, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.6572425961494446, 'val_precision_efficiency_ratio': 0.7173376300595972}",,COMPLETE
13,0.9173466563224792,2026-07-19 19:19:09.666829,2026-07-19 19:21:19.936716,0 days 00:02:10.269887,vit_base_patch14,True,False,5,0.20302526142771052,"{'val_image_AUROC': 0.9419642090797424, 'val_pixel_AUROC': 0.9851757287979126, 'val_pixel_academic_AUPRO': 0.9173466563224792, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.6541902422904968, 'val_precision_efficiency_ratio': 0.713133075464687}",,COMPLETE
14,0.5106384754180908,2026-07-19 19:21:20.243073,2026-07-19 19:21:59.531178,0 days 00:00:39.288105,vit_base_patch14,True,True,5,0.17199050181153314,"{'val_image_AUROC': 0.9196428656578064, 'val_pixel_AUROC': 0.39838820695877075, 'val_pixel_academic_AUPRO': 0.5106384754180908, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.43735191226005554, 'val_precision_efficiency_ratio': 0.8564805303830051}",,COMPLETE
15,0.9197012186050415,2026-07-19 19:21:59.827595,2026-07-19 19:26:37.461214,0 days 00:04:37.633619,vit_base_patch14,True,False,5,0.4957763587282007,"{'val_image_AUROC': 0.9419642090797424, 'val_pixel_AUROC': 0.9850335121154785, 'val_pixel_academic_AUPRO': 0.9197012186050415, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.6673405766487122, 'val_precision_efficiency_ratio': 0.7256058414937214}",,COMPLETE
16,0.9166944622993469,2026-07-19 19:26:37.763138,2026-07-19 19:31:18.761920,0 days 00:04:40.998782,vit_base_patch14,True,False,5,0.5020342852849119,"{'val_image_AUROC': 0.9419642090797424, 'val_pixel_AUROC': 0.9849250316619873, 'val_pixel_academic_AUPRO': 0.9166944622993469, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.660310685634613, 'val_precision_efficiency_ratio': 0.7203170879622793}",,COMPLETE
17,0.9162758588790894,2026-07-19 19:31:19.071737,2026-07-19 19:35:51.624575,0 days 00:04:32.552838,vit_base_patch14,True,False,5,0.48505609160704655,"{'val_image_AUROC': 0.9374999403953552, 'val_pixel_AUROC': 0.9847872257232666, 'val_pixel_academic_AUPRO': 0.9162758588790894, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.6532995104789734, 'val_precision_efficiency_ratio': 0.7129943500619741}",,COMPLETE
18,0.5130382180213928,2026-07-19 19:35:51.921481,2026-07-19 19:36:52.476380,0 days 00:01:00.554899,vit_base_patch14,True,True,5,0.38119632660915376,"{'val_image_AUROC': 0.9196428656578064, 'val_pixel_AUROC': 0.3993067741394043, 'val_pixel_academic_AUPRO': 0.5130382180213928, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.43942731618881226, 'val_precision_efficiency_ratio': 0.8565196524413486}",,COMPLETE
19,0.9166707396507263,2026-07-19 19:36:52.775259,2026-07-19 19:38:42.416626,0 days 00:01:49.641367,vit_base_patch14,True,False,3,0.16207451367184134,"{'val_image_AUROC': 0.9374999403953552, 'val_pixel_AUROC': 0.9845446944236755, 'val_pixel_academic_AUPRO': 0.9166707396507263, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.6521472334861755, 'val_precision_efficiency_ratio': 0.7114301845553174}",,COMPLETE