Add files using upload-large-folder tool

dino/complex/finetune/seed_123/results/metrics_celeb_df_video.csv

@@ -0,0 +1,2 @@
+model_family,fourier_mode,regime,seed,split,threshold,auc,acc,f1,precision,recall,specificity,loss
+dino,complex,finetune,123,celeb_df_video,0.1929191946983337,0.49993390614672834,0.361003861003861,0.5037481259370314,0.34355828220858897,0.9438202247191011,0.05588235294117647,0.0

dino/complex/finetune/seed_123/results/metrics_summary.csv

@@ -0,0 +1,2 @@
+acc,precision,f1,auc,recall,specificity,model_family,architecture,fourier_mode,regime,seed,seeds,epochs,batch_size,num_workers,image_size,data_limit,raw_min,lr_head,lr_backbone,weight_decay,early_stop_patience,scheduler_patience,max_grad_norm,dropout,augment,train_backbone,use_weighted_sampler,use_class_weights,label_smoothing,threshold_strategy,mixup_alpha,cutmix_alpha,unfreeze_last_n,multi_gpu,allow_pretrained,patch_size,hidden_size,num_hidden_layers,num_attention_heads,projection_dim,variant,model_size,in_channels,threshold
+0.5734911814979088,0.5734911814979088,0.7289410811339472,0.5,1.0,0.0,dino,resnet18,complex,finetune,123,"[42, 123, 2024, 7, 2025]",50,32,4,224,,False,0.0005,5e-05,0.0001,8,3,1.0,0.2,True,True,True,True,0.0,f1,0.2,0.0,2,False,True,16,256,6,8,128,large,base,2,0.19291919469833374

dino/complex/finetune/seed_123/results/metrics_test_d.csv

@@ -0,0 +1,2 @@
+model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
+dino,complex,finetune,123,test_d,0.1929191946983337,1.0351018820520106,0.5729305786850016,0.5734620157176341,0.9965307393741913,0.727993839045052,0.4999405842434215,0.003350429112651736,103983,77342,362,260

dino/complex/finetune/seed_123/results/metrics_val.csv

@@ -0,0 +1,2 @@
+model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
+dino,complex,finetune,123,val,0.19291919469833374,0.5970694647500995,0.5990852520646295,0.5990838762214984,0.9999886726626039,0.7492806885020498,0.5000112622465709,3.385183053773633e-05,88281,59079,1,2

dino/complex/finetune/seed_123/results/run_config.json

@@ -0,0 +1,46 @@
+{
+  "allow_pretrained": true,
+  "architecture": "resnet18",
+  "augment": true,
+  "batch_size": 32,
+  "cutmix_alpha": 0.0,
+  "data_limit": null,
+  "dropout": 0.2,
+  "early_stop_patience": 8,
+  "epochs": 50,
+  "fourier_mode": "complex",
+  "hidden_size": 256,
+  "image_size": 224,
+  "in_channels": 2,
+  "label_smoothing": 0.0,
+  "lr_backbone": 5e-05,
+  "lr_head": 0.0005,
+  "max_grad_norm": 1.0,
+  "mixup_alpha": 0.2,
+  "model_family": "dino",
+  "model_size": "base",
+  "multi_gpu": false,
+  "num_attention_heads": 8,
+  "num_hidden_layers": 6,
+  "num_workers": 4,
+  "patch_size": 16,
+  "projection_dim": 128,
+  "raw_min": false,
+  "regime": "finetune",
+  "scheduler_patience": 3,
+  "seed": 123,
+  "seeds": [
+    42,
+    123,
+    2024,
+    7,
+    2025
+  ],
+  "threshold_strategy": "f1",
+  "train_backbone": true,
+  "unfreeze_last_n": 2,
+  "use_class_weights": true,
+  "use_weighted_sampler": true,
+  "variant": "large",
+  "weight_decay": 0.0001
+}

dino/complex/finetune/seed_2024/results/history.csv

@@ -0,0 +1,10 @@
+epoch,train_loss,val_loss,val_auc,val_acc,threshold,threshold_score
+1,0.49726126607366766,0.6000586960155758,0.5,0.4009215338992827,0.0,0.7492796367417089
+2,0.49437980465029513,0.5914296059312377,0.5,0.4009215338992827,0.0,0.7492796367417089
+3,0.4950025093545267,0.5957488447906554,0.5,0.4009215338992827,0.0,0.7492796367417089
+4,0.4944513859044888,0.5998626944297197,0.5,0.4009215338992827,0.0,0.7492796367417089
+5,0.49482633906385737,0.5945803034424626,0.5,0.4009215338992827,0.0,0.7492796367417089
+6,0.4960037724535638,0.5946142265603069,0.5,0.4009215338992827,0.0,0.7492796367417089
+7,0.4935209786715913,0.5945803034424626,0.5,0.4009215338992827,0.0,0.7492796367417089
+8,0.49447507725421547,0.59259426186797,0.5,0.4009215338992827,0.0,0.7492796367417089
+9,0.4935319613938335,0.5972519599635654,0.5,0.4009215338992827,0.0,0.7492796367417089

dino/complex/finetune/seed_2024/results/metrics_celeb_df.csv

@@ -0,0 +1,2 @@
+model_family,fourier_mode,regime,seed,split,threshold,auc,acc,f1,precision,recall,specificity,loss
+dino,complex,finetune,2024,celeb_df,0.0,0.5,0.3436293436293436,0.5114942528735632,0.3436293436293436,1.0,0.0,0.7095879045177679

dino/complex/finetune/seed_2024/results/metrics_celeb_df_video.csv

@@ -0,0 +1,2 @@
+model_family,fourier_mode,regime,seed,split,threshold,auc,acc,f1,precision,recall,specificity,loss
+dino,complex,finetune,2024,celeb_df_video,0.0,0.5,0.3436293436293436,0.5114942528735632,0.3436293436293436,1.0,0.0,0.0

dino/complex/finetune/seed_2024/results/metrics_summary.csv

@@ -0,0 +1,2 @@
+acc,precision,f1,auc,recall,specificity,model_family,architecture,fourier_mode,regime,seed,seeds,epochs,batch_size,num_workers,image_size,data_limit,raw_min,lr_head,lr_backbone,weight_decay,early_stop_patience,scheduler_patience,max_grad_norm,dropout,augment,train_backbone,use_weighted_sampler,use_class_weights,label_smoothing,threshold_strategy,mixup_alpha,cutmix_alpha,unfreeze_last_n,multi_gpu,allow_pretrained,patch_size,hidden_size,num_hidden_layers,num_attention_heads,projection_dim,variant,model_size,in_channels,threshold
+0.5734911814979088,0.5734911814979088,0.7289410811339472,0.5001150031146677,1.0,0.0,dino,resnet18,complex,finetune,2024,"[42, 123, 2024, 7, 2025]",50,32,4,224,,False,0.0005,5e-05,0.0001,8,3,1.0,0.2,True,True,True,True,0.0,f1,0.2,0.0,2,False,True,16,256,6,8,128,large,base,2,0.0

dino/complex/finetune/seed_2024/results/metrics_test.csv

@@ -0,0 +1,2 @@
+model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
+dino,complex,finetune,2024,test,0.0,0.5964965856949545,0.5734911814979088,0.5734911814979088,1.0,0.7289410811339472,0.5001150031146677,0.0,104345,77602,0,0

dino/complex/finetune/seed_2024/results/metrics_test_d.csv

@@ -0,0 +1,2 @@
+model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
+dino,complex,finetune,2024,test_d,0.0,1.049897092687719,0.5734911814979088,0.5734911814979088,1.0,0.7289410811339472,0.5,0.0,104345,77602,0,0

dino/complex/finetune/seed_2024/results/metrics_val.csv

@@ -0,0 +1,2 @@
+model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
+dino,complex,finetune,2024,val,0.0,0.6000586960155758,0.5990784661007172,0.5990784661007172,1.0,0.7492796367417089,0.5,0.0,88282,59081,0,0

dino/complex/finetune/seed_2024/results/run_config.json

@@ -0,0 +1,46 @@
+{
+  "allow_pretrained": true,
+  "architecture": "resnet18",
+  "augment": true,
+  "batch_size": 32,
+  "cutmix_alpha": 0.0,
+  "data_limit": null,
+  "dropout": 0.2,
+  "early_stop_patience": 8,
+  "epochs": 50,
+  "fourier_mode": "complex",
+  "hidden_size": 256,
+  "image_size": 224,
+  "in_channels": 2,
+  "label_smoothing": 0.0,
+  "lr_backbone": 5e-05,
+  "lr_head": 0.0005,
+  "max_grad_norm": 1.0,
+  "mixup_alpha": 0.2,
+  "model_family": "dino",
+  "model_size": "base",
+  "multi_gpu": false,
+  "num_attention_heads": 8,
+  "num_hidden_layers": 6,
+  "num_workers": 4,
+  "patch_size": 16,
+  "projection_dim": 128,
+  "raw_min": false,
+  "regime": "finetune",
+  "scheduler_patience": 3,
+  "seed": 2024,
+  "seeds": [
+    42,
+    123,
+    2024,
+    7,
+    2025
+  ],
+  "threshold_strategy": "f1",
+  "train_backbone": true,
+  "unfreeze_last_n": 2,
+  "use_class_weights": true,
+  "use_weighted_sampler": true,
+  "variant": "large",
+  "weight_decay": 0.0001
+}

dino/magnitude/finetune/seed_123/results/history.csv

@@ -0,0 +1,12 @@
+epoch,train_loss,val_loss,val_auc,val_acc,threshold,threshold_score
+1,0.3095901088342566,0.4735165669562969,0.8313767047243513,0.7347298847064732,0.08108211308717728,0.7996271943300765
+2,0.26213394096399073,0.5116050891332325,0.8451097184965372,0.724184496786846,0.04324442148208618,0.8108699388995672
+3,0.24272691868441085,0.5386194717130918,0.8543505181071132,0.7581007444202412,0.05613277480006218,0.8158291965577877
+4,0.22589872890347007,0.7358511828478139,0.8242418608632777,0.732890888486255,0.04236418753862381,0.7933490261930821
+5,0.21284019089091893,0.9880458988124748,0.7800747669723245,0.7297150573753248,0.11792720854282379,0.7913108778141924
+6,0.199277770973797,0.7089835778453003,0.8461710153909638,0.7575103655598759,0.02015801891684532,0.8073277801045496
+7,0.19036282877931532,0.9242118323720018,0.8120403423724337,0.761018708902506,0.2048981785774231,0.8095658744771655
+8,0.16725284674259042,1.2323617853339126,0.823813700316973,0.7582025338789248,0.6000711917877197,0.8088790830328795
+9,0.1561729103301709,1.5823381735926678,0.802975154261431,0.7478539389127529,0.879561185836792,0.8092216493769437
+10,0.15081247536787615,1.5184509551352359,0.7963008659505852,0.7536220082381602,0.8588370084762573,0.8126581224166831
+11,0.14536836873534817,1.6441987500377597,0.7863665134356297,0.7468971180011265,0.8614799976348877,0.8110331701177301

dino/magnitude/finetune/seed_123/results/metrics_celeb_df.csv

@@ -0,0 +1,2 @@
+model_family,fourier_mode,regime,seed,split,threshold,auc,acc,f1,precision,recall,specificity,loss
+dino,magnitude,finetune,123,celeb_df,0.0561327748000621,0.5026158111184549,0.3783783783783784,0.4964553794829024,0.3439757295579312,0.8917602996254682,0.1096078431372549,1.4893427678063267

dino/magnitude/finetune/seed_123/results/metrics_celeb_df_video.csv

@@ -0,0 +1,2 @@
+model_family,fourier_mode,regime,seed,split,threshold,auc,acc,f1,precision,recall,specificity,loss
+dino,magnitude,finetune,123,celeb_df_video,0.0561327748000621,0.5005122273628553,0.35714285714285715,0.5138686131386861,0.34714003944773175,0.9887640449438202,0.026470588235294117,0.0

dino/magnitude/finetune/seed_123/results/metrics_summary.csv

@@ -0,0 +1,2 @@
+acc,precision,f1,auc,recall,specificity,model_family,architecture,fourier_mode,regime,seed,seeds,epochs,batch_size,num_workers,image_size,data_limit,raw_min,lr_head,lr_backbone,weight_decay,early_stop_patience,scheduler_patience,max_grad_norm,dropout,augment,train_backbone,use_weighted_sampler,use_class_weights,label_smoothing,threshold_strategy,mixup_alpha,cutmix_alpha,unfreeze_last_n,multi_gpu,allow_pretrained,patch_size,hidden_size,num_hidden_layers,num_attention_heads,projection_dim,variant,model_size,in_channels,threshold
+0.6788515336883818,0.6826103903335375,0.7460118752662372,0.7659280736497027,0.8223968565815324,0.48583799386613746,dino,resnet18,magnitude,finetune,123,"[42, 123, 2024, 7, 2025]",50,32,4,224,,False,0.0005,5e-05,0.0001,8,3,1.0,0.2,True,True,True,True,0.0,f1,0.2,0.0,2,False,True,16,256,6,8,128,large,base,1,0.05613277480006218

dino/magnitude/finetune/seed_123/results/metrics_test.csv

@@ -0,0 +1,2 @@
+model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
+dino,magnitude,finetune,123,test,0.05613277480006218,0.7082842839138161,0.6788515336883818,0.6826103903335375,0.8223968565815324,0.7460118752662372,0.7659280736497027,0.48583799386613746,85813,39900,18532,37702

dino/magnitude/finetune/seed_123/results/metrics_test_d.csv

@@ -0,0 +1,2 @@
+model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
+dino,magnitude,finetune,123,test_d,0.0561327748000621,1.4284369987771413,0.5449553990997378,0.5856387840254321,0.7061957928027217,0.6402919581179128,0.5381973980032795,0.3281487590526017,73688,52137,30657,25465

dino/magnitude/finetune/seed_123/results/metrics_val.csv

@@ -0,0 +1,2 @@
+model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
+dino,magnitude,finetune,123,val,0.05613277480006218,0.5386194717130918,0.7590643512957798,0.7525191146496206,0.8907704854896807,0.8158291965577877,0.8543505181071132,0.5622619793165315,78639,25862,9643,33219

dino/magnitude/finetune/seed_123/results/run_config.json

@@ -0,0 +1,46 @@
+{
+  "allow_pretrained": true,
+  "architecture": "resnet18",
+  "augment": true,
+  "batch_size": 32,
+  "cutmix_alpha": 0.0,
+  "data_limit": null,
+  "dropout": 0.2,
+  "early_stop_patience": 8,
+  "epochs": 50,
+  "fourier_mode": "magnitude",
+  "hidden_size": 256,
+  "image_size": 224,
+  "in_channels": 1,
+  "label_smoothing": 0.0,
+  "lr_backbone": 5e-05,
+  "lr_head": 0.0005,
+  "max_grad_norm": 1.0,
+  "mixup_alpha": 0.2,
+  "model_family": "dino",
+  "model_size": "base",
+  "multi_gpu": false,
+  "num_attention_heads": 8,
+  "num_hidden_layers": 6,
+  "num_workers": 4,
+  "patch_size": 16,
+  "projection_dim": 128,
+  "raw_min": false,
+  "regime": "finetune",
+  "scheduler_patience": 3,
+  "seed": 123,
+  "seeds": [
+    42,
+    123,
+    2024,
+    7,
+    2025
+  ],
+  "threshold_strategy": "f1",
+  "train_backbone": true,
+  "unfreeze_last_n": 2,
+  "use_class_weights": true,
+  "use_weighted_sampler": true,
+  "variant": "large",
+  "weight_decay": 0.0001
+}

dino/magnitude/finetune/seed_2024/results/history.csv

@@ -0,0 +1,11 @@
+epoch,train_loss,val_loss,val_auc,val_acc,threshold,threshold_score
+1,0.3328399460568849,0.5105830851393941,0.7876344736043284,0.695608802752387,0.04991218447685242,0.7712904677346778
+2,0.2714700232517295,0.4807655438020521,0.8420410585133884,0.7508804788176137,0.08464395999908447,0.8045149832151033
+3,0.2521568260426849,0.574033422747411,0.8213046258708185,0.7303393660552513,0.04123002663254738,0.8063034835581397
+4,0.2355961516287899,0.5791225881613807,0.8393487355637086,0.7429409010402883,0.033526163548231125,0.8089052688505873
+5,0.2233923151310886,0.7577632000759613,0.8241920727089128,0.7431309080298311,0.04348749667406082,0.8001734640364678
+6,0.21043929295073718,0.6422725876035429,0.8103630045305426,0.7518440856931523,0.04899410158395767,0.7993991088478676
+7,0.18358112965668466,1.0401410088428351,0.8149725756286664,0.7572728568229474,0.03258974477648735,0.807518819985627
+8,0.17459172157408084,1.0190808698704812,0.8142169874291854,0.7627084139166548,0.02608109824359417,0.810732812346458
+9,0.16984918784505634,1.2605916743291703,0.803410791241537,0.7566010463956353,0.4335317313671112,0.8075396399682451
+10,0.16558749724901312,1.3608000406908876,0.7767444485821077,0.7512604927966993,0.14590460062026978,0.806948875083949

dino/magnitude/finetune/seed_2024/results/metrics_celeb_df.csv

@@ -0,0 +1,2 @@
+model_family,fourier_mode,regime,seed,split,threshold,auc,acc,f1,precision,recall,specificity,loss
+dino,magnitude,finetune,2024,celeb_df,0.0846439599990844,0.4889470881985753,0.3770913770913771,0.4996898904279512,0.3450885208452313,0.9052434456928838,0.10058823529411764,1.1856089862155132

dino/magnitude/finetune/seed_2024/results/metrics_celeb_df_video.csv

@@ -0,0 +1,2 @@
+model_family,fourier_mode,regime,seed,split,threshold,auc,acc,f1,precision,recall,specificity,loss
+dino,magnitude,finetune,2024,celeb_df_video,0.0846439599990844,0.49039986781229344,0.3590733590733591,0.5103244837758112,0.346,0.9719101123595506,0.03823529411764706,0.0

dino/magnitude/finetune/seed_2024/results/metrics_summary.csv

@@ -0,0 +1,2 @@
+acc,precision,f1,auc,recall,specificity,model_family,architecture,fourier_mode,regime,seed,seeds,epochs,batch_size,num_workers,image_size,data_limit,raw_min,lr_head,lr_backbone,weight_decay,early_stop_patience,scheduler_patience,max_grad_norm,dropout,augment,train_backbone,use_weighted_sampler,use_class_weights,label_smoothing,threshold_strategy,mixup_alpha,cutmix_alpha,unfreeze_last_n,multi_gpu,allow_pretrained,patch_size,hidden_size,num_hidden_layers,num_attention_heads,projection_dim,variant,model_size,in_channels,threshold
+0.6624071845097749,0.6568830276403033,0.7452744901259859,0.7579602854883188,0.8611529062245435,0.39517022757145437,dino,resnet18,magnitude,finetune,2024,"[42, 123, 2024, 7, 2025]",50,32,4,224,,False,0.0005,5e-05,0.0001,8,3,1.0,0.2,True,True,True,True,0.0,f1,0.2,0.0,2,False,True,16,256,6,8,128,large,base,1,0.08464395999908447

dino/magnitude/finetune/seed_2024/results/metrics_test.csv

@@ -0,0 +1,2 @@
+model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
+dino,magnitude,finetune,2024,test,0.08464395999908447,0.6313374649891856,0.6624071845097749,0.6568830276403033,0.8611529062245435,0.7452744901259859,0.7579602854883188,0.39517022757145437,89857,46936,14488,30666

dino/magnitude/finetune/seed_2024/results/metrics_test_d.csv

@@ -0,0 +1,2 @@
+model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
+dino,magnitude,finetune,2024,test_d,0.0846439599990844,1.1919985904246622,0.5422018499892826,0.5806204519341248,0.726436340984235,0.6453947508461227,0.5366372751705218,0.2944769464704518,75800,54750,28545,22852

dino/magnitude/finetune/seed_2024/results/metrics_val.csv

@@ -0,0 +1,2 @@
+model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
+dino,magnitude,finetune,2024,val,0.08464395999908447,0.4807655438020521,0.7415633503661028,0.7355917248629571,0.8876894497179493,0.8045149832151033,0.8420410585133884,0.5232138927912526,78367,28169,9915,30912

dino/magnitude/finetune/seed_2024/results/run_config.json

@@ -0,0 +1,46 @@
+{
+  "allow_pretrained": true,
+  "architecture": "resnet18",
+  "augment": true,
+  "batch_size": 32,
+  "cutmix_alpha": 0.0,
+  "data_limit": null,
+  "dropout": 0.2,
+  "early_stop_patience": 8,
+  "epochs": 50,
+  "fourier_mode": "magnitude",
+  "hidden_size": 256,
+  "image_size": 224,
+  "in_channels": 1,
+  "label_smoothing": 0.0,
+  "lr_backbone": 5e-05,
+  "lr_head": 0.0005,
+  "max_grad_norm": 1.0,
+  "mixup_alpha": 0.2,
+  "model_family": "dino",
+  "model_size": "base",
+  "multi_gpu": false,
+  "num_attention_heads": 8,
+  "num_hidden_layers": 6,
+  "num_workers": 4,
+  "patch_size": 16,
+  "projection_dim": 128,
+  "raw_min": false,
+  "regime": "finetune",
+  "scheduler_patience": 3,
+  "seed": 2024,
+  "seeds": [
+    42,
+    123,
+    2024,
+    7,
+    2025
+  ],
+  "threshold_strategy": "f1",
+  "train_backbone": true,
+  "unfreeze_last_n": 2,
+  "use_class_weights": true,
+  "use_weighted_sampler": true,
+  "variant": "large",
+  "weight_decay": 0.0001
+}

dino/magnitude/finetune/seed_2025/results/history.csv

@@ -0,0 +1,13 @@
+epoch,train_loss,val_loss,val_auc,val_acc,threshold,threshold_score
+1,0.31909241252394394,0.45518446717891703,0.8196530669674683,0.7052720153634223,0.06536578387022018,0.7914522555713513
+2,0.27135647908641874,0.4781388916929313,0.8429642251034978,0.7470735530628448,0.06198946014046669,0.8057369809983659
+3,0.25234732633621726,0.479108612133571,0.8552292683094014,0.7488514756078527,0.05070536211133003,0.8137128208360912
+4,0.23444045189170493,0.5412877615455488,0.8578217212268041,0.7687343498707274,0.04616272822022438,0.8181870733463311
+5,0.22021548055784956,0.9089941435270708,0.8399055081033895,0.7557935166900782,0.02909075655043125,0.806641367185323
+6,0.21248766243342096,0.750075010519719,0.8304875011656003,0.7538866608307377,0.03041553497314453,0.8090658780338569
+7,0.5656518981806751,0.693147546058109,0.5,0.5990784661007172,0.0,0.7492796367417089
+8,0.6931475735589361,0.693147546058109,0.5,0.5990784661007172,0.0,0.7492796367417089
+9,0.6931475742644887,0.693147546058109,0.5,0.5990784661007172,0.0,0.7492796367417089
+10,0.6931475733334502,0.693147546058109,0.5,0.5990784661007172,0.0,0.7492796367417089
+11,0.6931475735662098,0.693147546058109,0.5,0.5990784661007172,0.0,0.7492796367417089
+12,0.6931475733625452,0.693147546058109,0.5,0.5990784661007172,0.0,0.7492796367417089

dino/magnitude/finetune/seed_2025/results/metrics_celeb_df.csv

@@ -0,0 +1,2 @@
+model_family,fourier_mode,regime,seed,split,threshold,auc,acc,f1,precision,recall,specificity,loss
+dino,magnitude,finetune,2025,celeb_df,0.0461627282202243,0.4935321656752588,0.353024453024453,0.4918629333872435,0.3368406479302229,0.9112359550561798,0.060784313725490195,1.5202192574983737

dino/magnitude/finetune/seed_2025/results/metrics_celeb_df_video.csv

@@ -0,0 +1,2 @@
+model_family,fourier_mode,regime,seed,split,threshold,auc,acc,f1,precision,recall,specificity,loss
+dino,magnitude,finetune,2025,celeb_df_video,0.0461627282202243,0.49221744877726376,0.3436293436293436,0.5100864553314121,0.3430232558139535,0.9943820224719101,0.0029411764705882353,0.0

dino/magnitude/finetune/seed_2025/results/metrics_summary.csv

@@ -0,0 +1,2 @@
+acc,precision,f1,auc,recall,specificity,model_family,architecture,fourier_mode,regime,seed,seeds,epochs,batch_size,num_workers,image_size,data_limit,raw_min,lr_head,lr_backbone,weight_decay,early_stop_patience,scheduler_patience,max_grad_norm,dropout,augment,train_backbone,use_weighted_sampler,use_class_weights,label_smoothing,threshold_strategy,mixup_alpha,cutmix_alpha,unfreeze_last_n,multi_gpu,allow_pretrained,patch_size,hidden_size,num_hidden_layers,num_attention_heads,projection_dim,variant,model_size,in_channels,threshold
+0.677713839744541,0.687016154110542,0.7411573078841545,0.759289186451724,0.8045617902151516,0.5071518775289297,dino,resnet18,magnitude,finetune,2025,"[42, 123, 2024, 7, 2025]",50,32,4,224,,False,0.0005,5e-05,0.0001,8,3,1.0,0.2,True,True,True,True,0.0,f1,0.2,0.0,2,False,True,16,256,6,8,128,large,base,1,0.04616272822022438

dino/magnitude/finetune/seed_2025/results/metrics_test.csv

@@ -0,0 +1,2 @@
+model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
+dino,magnitude,finetune,2025,test,0.04616272822022438,0.7554714122218431,0.677713839744541,0.687016154110542,0.8045617902151516,0.7411573078841545,0.759289186451724,0.5071518775289297,83952,38246,20393,39356