sweeps/000005/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
0,0.5642062425613403,2026-07-18 10:52:09.378199,2026-07-18 10:53:01.057120,0 days 00:00:51.678921,vit_base_patch14,True,False,3,1.0,"{'val_image_AUROC': 0.8274999856948853, 'val_pixel_AUROC': 0.9513153433799744, 'val_pixel_academic_AUPRO': 0.5642062425613403, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.24130190908908844, 'val_precision_efficiency_ratio': 0.42768386963186455}","{'backbone': 'vit_base_patch14', 'num_neighbors': 3, 'masking': False, 'coreset_subsampling': True, 'sampling_ratio': 1.0}",COMPLETE
1,0.753045916557312,2026-07-18 10:53:01.407427,2026-07-18 10:53:15.251119,0 days 00:00:13.843692,vit_base_patch14,True,True,5,0.27981794659640247,"{'val_image_AUROC': 0.7925000190734863, 'val_pixel_AUROC': 0.8217214345932007, 'val_pixel_academic_AUPRO': 0.753045916557312, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.4547852873802185, 'val_precision_efficiency_ratio': 0.603927698671222}",,COMPLETE
2,0.5644676089286804,2026-07-18 10:53:15.585353,2026-07-18 10:53:35.917857,0 days 00:00:20.332504,vit_base_patch14,True,False,1,0.2472360703380132,"{'val_image_AUROC': 0.8199999928474426, 'val_pixel_AUROC': 0.9517391324043274, 'val_pixel_academic_AUPRO': 0.5644676089286804, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.24000367522239685, 'val_precision_efficiency_ratio': 0.4251859122225044}",,COMPLETE
3,0.7460097074508667,2026-07-18 10:53:36.275285,2026-07-18 10:53:48.904590,0 days 00:00:12.629305,vit_base_patch14,True,True,3,0.16009603866904373,"{'val_image_AUROC': 0.7975000143051147, 'val_pixel_AUROC': 0.8209481239318848, 'val_pixel_academic_AUPRO': 0.7460097074508667, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.44990748167037964, 'val_precision_efficiency_ratio': 0.6030852912192315}",,COMPLETE
4,0.5526216626167297,2026-07-18 10:53:49.252397,2026-07-18 10:54:02.881853,0 days 00:00:13.629456,vit_base_patch14,True,False,5,0.05236996218884591,"{'val_image_AUROC': 0.8149999976158142, 'val_pixel_AUROC': 0.9501996636390686, 'val_pixel_academic_AUPRO': 0.5526216626167297, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.243424654006958, 'val_precision_efficiency_ratio': 0.44049061134214884}",,COMPLETE
5,0.5639615058898926,2026-07-18 10:54:03.307941,2026-07-18 10:54:43.816099,0 days 00:00:40.508158,vit_base_patch14,True,False,5,0.7287511261459872,"{'val_image_AUROC': 0.824999988079071, 'val_pixel_AUROC': 0.951233983039856, 'val_pixel_academic_AUPRO': 0.5639615058898926, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.24099241197109222, 'val_precision_efficiency_ratio': 0.4273206760642692}",,COMPLETE
6,0.7328124642372131,2026-07-18 10:54:44.154007,2026-07-18 10:54:55.627958,0 days 00:00:11.473951,vit_base_patch14,True,True,5,0.05722971800193158,"{'val_image_AUROC': 0.7850000262260437, 'val_pixel_AUROC': 0.8184308409690857, 'val_pixel_academic_AUPRO': 0.7328124642372131, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.4397430121898651, 'val_precision_efficiency_ratio': 0.60007578152699}",,COMPLETE
7,0.7540945410728455,2026-07-18 10:54:55.986793,2026-07-18 10:55:15.537014,0 days 00:00:19.550221,vit_base_patch14,True,True,5,0.8934624860268285,"{'val_image_AUROC': 0.7800000309944153, 'val_pixel_AUROC': 0.8222991228103638, 'val_pixel_academic_AUPRO': 0.7540945410728455, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.45327720046043396, 'val_precision_efficiency_ratio': 0.6010880277896713}",,COMPLETE
8,0.738797664642334,2026-07-18 10:55:15.875996,2026-07-18 10:55:27.623916,0 days 00:00:11.747920,vit_base_patch14,True,True,3,0.09248700964149789,"{'val_image_AUROC': 0.7900000214576721, 'val_pixel_AUROC': 0.8198138475418091, 'val_pixel_academic_AUPRO': 0.738797664642334, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.447864294052124, 'val_precision_efficiency_ratio': 0.6062069704415534}",,COMPLETE
9,0.7503227591514587,2026-07-18 10:55:27.963098,2026-07-18 10:55:41.843709,0 days 00:00:13.880611,vit_base_patch14,True,True,5,0.20519493099101915,"{'val_image_AUROC': 0.8050000071525574, 'val_pixel_AUROC': 0.821342408657074, 'val_pixel_academic_AUPRO': 0.7503227591514587, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.4558197259902954, 'val_precision_efficiency_ratio': 0.6074982005154458}",,COMPLETE
10,0.7532479166984558,2026-07-18 10:55:42.193422,2026-07-18 10:55:57.628741,0 days 00:00:15.435319,vit_base_patch14,True,True,1,0.4592141883830417,"{'val_image_AUROC': 0.7899999618530273, 'val_pixel_AUROC': 0.822078287601471, 'val_pixel_academic_AUPRO': 0.7532479166984558, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.454176664352417, 'val_precision_efficiency_ratio': 0.602957743770615}",,COMPLETE
11,0.7530933022499084,2026-07-18 10:55:57.989947,2026-07-18 10:56:13.981939,0 days 00:00:15.991992,vit_base_patch14,True,True,1,0.5233936002853266,"{'val_image_AUROC': 0.7925000190734863, 'val_pixel_AUROC': 0.8221620917320251, 'val_pixel_academic_AUPRO': 0.7530933022499084, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.4527710974216461, 'val_precision_efficiency_ratio': 0.6012151430227398}",,COMPLETE
12,0.7537258863449097,2026-07-18 10:56:14.350704,2026-07-18 10:56:28.442514,0 days 00:00:14.091810,vit_base_patch14,True,True,1,0.44702376089049367,"{'val_image_AUROC': 0.7875000238418579, 'val_pixel_AUROC': 0.822125256061554, 'val_pixel_academic_AUPRO': 0.7537258863449097, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.45549291372299194, 'val_precision_efficiency_ratio': 0.604321706306045}",,COMPLETE
13,0.7541710138320923,2026-07-18 10:56:28.882327,2026-07-18 10:56:43.544801,0 days 00:00:14.662474,vit_base_patch14,True,True,1,0.41651992671443155,"{'val_image_AUROC': 0.7925000190734863, 'val_pixel_AUROC': 0.8220653533935547, 'val_pixel_academic_AUPRO': 0.7541710138320923, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.45682817697525024, 'val_precision_efficiency_ratio': 0.6057355276146398}",,COMPLETE
14,0.754172682762146,2026-07-18 10:56:44.096941,2026-07-18 10:57:04.071005,0 days 00:00:19.974064,vit_base_patch14,True,True,1,0.9771091148829747,"{'val_image_AUROC': 0.7800000309944153, 'val_pixel_AUROC': 0.8223108053207397, 'val_pixel_academic_AUPRO': 0.754172682762146, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.4533448815345764, 'val_precision_efficiency_ratio': 0.6011154897233982}",,COMPLETE
15,0.7543813586235046,2026-07-18 10:57:04.503389,2026-07-18 10:57:20.630700,0 days 00:00:16.127311,vit_base_patch14,True,True,1,0.5816722774126881,"{'val_image_AUROC': 0.7900000214576721, 'val_pixel_AUROC': 0.8222441673278809, 'val_pixel_academic_AUPRO': 0.7543813586235046, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.4558711349964142, 'val_precision_efficiency_ratio': 0.6042979850777697}",,COMPLETE
16,0.7546141147613525,2026-07-18 10:57:20.988986,2026-07-18 10:57:37.507420,0 days 00:00:16.518434,vit_base_patch14,True,True,1,0.6186304753042251,"{'val_image_AUROC': 0.7825000286102295, 'val_pixel_AUROC': 0.8222628831863403, 'val_pixel_academic_AUPRO': 0.7546141147613525, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.45517227053642273, 'val_precision_efficiency_ratio': 0.6031854713986783}",,COMPLETE
17,0.7546098828315735,2026-07-18 10:57:37.872456,2026-07-18 10:57:54.817637,0 days 00:00:16.945181,vit_base_patch14,True,True,1,0.6171088946548227,"{'val_image_AUROC': 0.7849999666213989, 'val_pixel_AUROC': 0.8222870826721191, 'val_pixel_academic_AUPRO': 0.7546098828315735, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.4553634524345398, 'val_precision_efficiency_ratio': 0.603442206091774}",,COMPLETE
18,0.5635383129119873,2026-07-18 10:57:55.152675,2026-07-18 10:58:19.907630,0 days 00:00:24.754955,vit_base_patch14,True,False,1,0.33630646419956345,"{'val_image_AUROC': 0.8399999737739563, 'val_pixel_AUROC': 0.9513891935348511, 'val_pixel_academic_AUPRO': 0.5635383129119873, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.24352498352527618, 'val_precision_efficiency_ratio': 0.43213562937167965}",,COMPLETE
19,0.7546438574790955,2026-07-18 10:58:20.285358,2026-07-18 10:58:37.126218,0 days 00:00:16.840860,vit_base_patch14,True,True,1,0.6483225232006476,"{'val_image_AUROC': 0.7825000286102295, 'val_pixel_AUROC': 0.822283923625946, 'val_pixel_academic_AUPRO': 0.7546438574790955, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.45525145530700684, 'val_precision_efficiency_ratio': 0.6032666280857097}",,COMPLETE