icml26332-fullbatch-results / audit_indicator.csv
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Reproduction results for ICML 2026 #26332
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act,d,delta,n,M,theta,mass,bound_base,ratio
quad,256,4.0,1024,8.0,random0,0.00390625,0.71146282,0.00549
quad,256,4.0,1024,8.0,random1,0.00292969,0.71146282,0.004118
quad,256,4.0,1024,8.0,random2,0.0078125,0.71146282,0.010981
quad,256,4.0,1024,8.0,random3,0.00683594,0.71146282,0.009608
quad,256,4.0,1024,8.0,random4,0.00488281,0.71146282,0.006863
quad,256,4.0,1024,8.0,random5,0.00390625,0.71146282,0.00549
quad,256,4.0,1024,8.0,random6,0.00390625,0.71146282,0.00549
quad,256,4.0,1024,8.0,random7,0.00097656,0.71146282,0.001373
quad,256,4.0,1024,8.0,theta_star,0.00097656,0.71146282,0.001373
quad,256,4.0,1024,8.0,adversarial,0.05957031,0.71146282,0.083729
quad,256,16.0,4096,8.0,random0,0.00390625,0.71146282,0.00549
quad,256,16.0,4096,8.0,random1,0.00292969,0.71146282,0.004118
quad,256,16.0,4096,8.0,random2,0.00415039,0.71146282,0.005834
quad,256,16.0,4096,8.0,random3,0.00317383,0.71146282,0.004461
quad,256,16.0,4096,8.0,random4,0.00537109,0.71146282,0.007549
quad,256,16.0,4096,8.0,random5,0.00268555,0.71146282,0.003775
quad,256,16.0,4096,8.0,random6,0.00537109,0.71146282,0.007549
quad,256,16.0,4096,8.0,random7,0.00537109,0.71146282,0.007549
quad,256,16.0,4096,8.0,theta_star,0.00390625,0.71146282,0.00549
quad,256,16.0,4096,8.0,adversarial,0.03540039,0.71146282,0.049757
quad,256,64.0,16384,8.0,random0,0.0043335,0.53817602,0.008052
quad,256,64.0,16384,8.0,random1,0.00415039,0.53817602,0.007712
quad,256,64.0,16384,8.0,random2,0.00415039,0.53817602,0.007712
quad,256,64.0,16384,8.0,random3,0.00445557,0.53817602,0.008279
quad,256,64.0,16384,8.0,random4,0.00421143,0.53817602,0.007825
quad,256,64.0,16384,8.0,random5,0.00439453,0.53817602,0.008166
quad,256,64.0,16384,8.0,random6,0.00463867,0.53817602,0.008619
quad,256,64.0,16384,8.0,random7,0.00518799,0.53817602,0.00964
quad,256,64.0,16384,8.0,theta_star,0.0055542,0.53817602,0.01032
quad,256,64.0,16384,8.0,adversarial,0.02050781,0.53817602,0.038106
quad,1024,4.0,4096,8.0,random0,0.00415039,0.71146282,0.005834
quad,1024,4.0,4096,8.0,random1,0.00463867,0.71146282,0.00652
quad,1024,4.0,4096,8.0,random2,0.00415039,0.71146282,0.005834
quad,1024,4.0,4096,8.0,random3,0.00366211,0.71146282,0.005147
quad,1024,4.0,4096,8.0,random4,0.0065918,0.71146282,0.009265
quad,1024,4.0,4096,8.0,random5,0.00268555,0.71146282,0.003775
quad,1024,4.0,4096,8.0,random6,0.00561523,0.71146282,0.007893
quad,1024,4.0,4096,8.0,random7,0.00415039,0.71146282,0.005834
quad,1024,4.0,4096,8.0,theta_star,0.00512695,0.71146282,0.007206
quad,1024,4.0,4096,8.0,adversarial,0.05932617,0.71146282,0.083386
quad,1024,16.0,16384,8.0,random0,0.00531006,0.71146282,0.007464
quad,1024,16.0,16384,8.0,random1,0.00518799,0.71146282,0.007292
quad,1024,16.0,16384,8.0,random2,0.00518799,0.71146282,0.007292
quad,1024,16.0,16384,8.0,random3,0.00482178,0.71146282,0.006777
quad,1024,16.0,16384,8.0,random4,0.00488281,0.71146282,0.006863
quad,1024,16.0,16384,8.0,random5,0.00512695,0.71146282,0.007206
quad,1024,16.0,16384,8.0,random6,0.00506592,0.71146282,0.00712
quad,1024,16.0,16384,8.0,random7,0.00592041,0.71146282,0.008321
quad,1024,16.0,16384,8.0,theta_star,0.00543213,0.71146282,0.007635
quad,1024,16.0,16384,8.0,adversarial,0.03601074,0.71146282,0.050615
quad,1024,64.0,65536,8.0,random0,0.0055542,0.53817602,0.01032
quad,1024,64.0,65536,8.0,random1,0.00480652,0.53817602,0.008931
quad,1024,64.0,65536,8.0,random2,0.00460815,0.53817602,0.008563
quad,1024,64.0,65536,8.0,random3,0.00460815,0.53817602,0.008563
quad,1024,64.0,65536,8.0,random4,0.00494385,0.53817602,0.009186
quad,1024,64.0,65536,8.0,random5,0.00474548,0.53817602,0.008818
quad,1024,64.0,65536,8.0,random6,0.00466919,0.53817602,0.008676
quad,1024,64.0,65536,8.0,random7,0.00486755,0.53817602,0.009045
quad,1024,64.0,65536,8.0,theta_star,0.00431824,0.53817602,0.008024
quad,1024,64.0,65536,8.0,adversarial,0.02041626,0.53817602,0.037936
trunc,256,4.0,1024,4.0,random0,0.046875,0.82848246,0.056579
trunc,256,4.0,1024,4.0,random1,0.03515625,0.82848246,0.042435
trunc,256,4.0,1024,4.0,random2,0.04394531,0.82848246,0.053043
trunc,256,4.0,1024,4.0,random3,0.05566406,0.82848246,0.067188
trunc,256,4.0,1024,4.0,random4,0.04589844,0.82848246,0.055401
trunc,256,4.0,1024,4.0,random5,0.04492188,0.82848246,0.054222
trunc,256,4.0,1024,4.0,random6,0.04003906,0.82848246,0.048328
trunc,256,4.0,1024,4.0,random7,0.03515625,0.82848246,0.042435
trunc,256,4.0,1024,4.0,theta_star,0.03710938,0.82848246,0.044792
trunc,256,4.0,1024,4.0,adversarial,0.23632812,0.82848246,0.285254
trunc,256,4.0,1024,8.0,random0,0.00585938,0.71146282,0.008236
trunc,256,4.0,1024,8.0,random1,0.00097656,0.71146282,0.001373
trunc,256,4.0,1024,8.0,random2,0.00195312,0.71146282,0.002745
trunc,256,4.0,1024,8.0,random3,0.00292969,0.71146282,0.004118
trunc,256,4.0,1024,8.0,random4,0.00488281,0.71146282,0.006863
trunc,256,4.0,1024,8.0,random5,0.00195312,0.71146282,0.002745
trunc,256,4.0,1024,8.0,random6,0.00488281,0.71146282,0.006863
trunc,256,4.0,1024,8.0,random7,0.00292969,0.71146282,0.004118
trunc,256,4.0,1024,8.0,theta_star,0.00097656,0.71146282,0.001373
trunc,256,4.0,1024,8.0,adversarial,0.05957031,0.71146282,0.083729
trunc,256,4.0,1024,16.0,random0,0.0,0.69348264,0.0
trunc,256,4.0,1024,16.0,random1,0.0,0.69348264,0.0
trunc,256,4.0,1024,16.0,random2,0.0,0.69348264,0.0
trunc,256,4.0,1024,16.0,random3,0.0,0.69348264,0.0
trunc,256,4.0,1024,16.0,random4,0.0,0.69348264,0.0
trunc,256,4.0,1024,16.0,random5,0.0,0.69348264,0.0
trunc,256,4.0,1024,16.0,random6,0.0,0.69348264,0.0
trunc,256,4.0,1024,16.0,random7,0.0,0.69348264,0.0
trunc,256,4.0,1024,16.0,theta_star,0.0,0.69348264,0.0
trunc,256,4.0,1024,16.0,adversarial,0.00097656,0.69348264,0.001408
trunc,256,16.0,4096,4.0,random0,0.04858398,0.82848246,0.058642
trunc,256,16.0,4096,4.0,random1,0.04394531,0.82848246,0.053043
trunc,256,16.0,4096,4.0,random2,0.04394531,0.82848246,0.053043
trunc,256,16.0,4096,4.0,random3,0.04125977,0.82848246,0.049802
trunc,256,16.0,4096,4.0,random4,0.04516602,0.82848246,0.054517
trunc,256,16.0,4096,4.0,random5,0.04467773,0.82848246,0.053927
trunc,256,16.0,4096,4.0,random6,0.04101562,0.82848246,0.049507
trunc,256,16.0,4096,4.0,random7,0.04858398,0.82848246,0.058642
trunc,256,16.0,4096,4.0,theta_star,0.04833984,0.82848246,0.058347
trunc,256,16.0,4096,4.0,adversarial,0.13916016,0.82848246,0.16797
trunc,256,16.0,4096,8.0,random0,0.00366211,0.71146282,0.005147
trunc,256,16.0,4096,8.0,random1,0.00390625,0.71146282,0.00549
trunc,256,16.0,4096,8.0,random2,0.00634766,0.71146282,0.008922
trunc,256,16.0,4096,8.0,random3,0.00463867,0.71146282,0.00652
trunc,256,16.0,4096,8.0,random4,0.00512695,0.71146282,0.007206
trunc,256,16.0,4096,8.0,random5,0.00585938,0.71146282,0.008236
trunc,256,16.0,4096,8.0,random6,0.0065918,0.71146282,0.009265
trunc,256,16.0,4096,8.0,random7,0.00634766,0.71146282,0.008922
trunc,256,16.0,4096,8.0,theta_star,0.00390625,0.71146282,0.00549
trunc,256,16.0,4096,8.0,adversarial,0.03808594,0.71146282,0.053532
trunc,256,16.0,4096,16.0,random0,0.0,0.69348264,0.0
trunc,256,16.0,4096,16.0,random1,0.0,0.69348264,0.0
trunc,256,16.0,4096,16.0,random2,0.0,0.69348264,0.0
trunc,256,16.0,4096,16.0,random3,0.0,0.69348264,0.0
trunc,256,16.0,4096,16.0,random4,0.0,0.69348264,0.0
trunc,256,16.0,4096,16.0,random5,0.0,0.69348264,0.0
trunc,256,16.0,4096,16.0,random6,0.0,0.69348264,0.0
trunc,256,16.0,4096,16.0,random7,0.0,0.69348264,0.0
trunc,256,16.0,4096,16.0,theta_star,0.0,0.69348264,0.0
trunc,256,16.0,4096,16.0,adversarial,0.00244141,0.69348264,0.003521
trunc,256,64.0,16384,4.0,random0,0.04602051,0.65519567,0.070239
trunc,256,64.0,16384,4.0,random1,0.04669189,0.65519567,0.071264
trunc,256,64.0,16384,4.0,random2,0.04608154,0.65519567,0.070332
trunc,256,64.0,16384,4.0,random3,0.04425049,0.65519567,0.067538
trunc,256,64.0,16384,4.0,random4,0.04711914,0.65519567,0.071916
trunc,256,64.0,16384,4.0,random5,0.04473877,0.65519567,0.068283
trunc,256,64.0,16384,4.0,random6,0.04656982,0.65519567,0.071078
trunc,256,64.0,16384,4.0,random7,0.04559326,0.65519567,0.069587
trunc,256,64.0,16384,4.0,theta_star,0.04443359,0.65519567,0.067817
trunc,256,64.0,16384,4.0,adversarial,0.0904541,0.65519567,0.138057
trunc,256,64.0,16384,8.0,random0,0.00524902,0.53817602,0.009753
trunc,256,64.0,16384,8.0,random1,0.00463867,0.53817602,0.008619
trunc,256,64.0,16384,8.0,random2,0.0045166,0.53817602,0.008392
trunc,256,64.0,16384,8.0,random3,0.00354004,0.53817602,0.006578
trunc,256,64.0,16384,8.0,random4,0.00384521,0.53817602,0.007145
trunc,256,64.0,16384,8.0,random5,0.00408936,0.53817602,0.007599
trunc,256,64.0,16384,8.0,random6,0.00427246,0.53817602,0.007939
trunc,256,64.0,16384,8.0,random7,0.00463867,0.53817602,0.008619
trunc,256,64.0,16384,8.0,theta_star,0.0055542,0.53817602,0.01032
trunc,256,64.0,16384,8.0,adversarial,0.02093506,0.53817602,0.0389
trunc,256,64.0,16384,16.0,random0,0.00012207,0.52019585,0.000235
trunc,256,64.0,16384,16.0,random1,0.00030518,0.52019585,0.000587
trunc,256,64.0,16384,16.0,random2,6.104e-05,0.52019585,0.000117
trunc,256,64.0,16384,16.0,random3,6.104e-05,0.52019585,0.000117
trunc,256,64.0,16384,16.0,random4,0.0,0.52019585,0.0
trunc,256,64.0,16384,16.0,random5,0.00012207,0.52019585,0.000235
trunc,256,64.0,16384,16.0,random6,6.104e-05,0.52019585,0.000117
trunc,256,64.0,16384,16.0,random7,6.104e-05,0.52019585,0.000117
trunc,256,64.0,16384,16.0,theta_star,0.0,0.52019585,0.0
trunc,256,64.0,16384,16.0,adversarial,0.00146484,0.52019585,0.002816
trunc,1024,4.0,4096,4.0,random0,0.04638672,0.82848246,0.05599
trunc,1024,4.0,4096,4.0,random1,0.04833984,0.82848246,0.058347
trunc,1024,4.0,4096,4.0,random2,0.04760742,0.82848246,0.057463
trunc,1024,4.0,4096,4.0,random3,0.05053711,0.82848246,0.061
trunc,1024,4.0,4096,4.0,random4,0.04711914,0.82848246,0.056874
trunc,1024,4.0,4096,4.0,random5,0.05004883,0.82848246,0.06041
trunc,1024,4.0,4096,4.0,random6,0.04638672,0.82848246,0.05599
trunc,1024,4.0,4096,4.0,random7,0.04736328,0.82848246,0.057169
trunc,1024,4.0,4096,4.0,theta_star,0.05859375,0.82848246,0.070724
trunc,1024,4.0,4096,4.0,adversarial,0.22753906,0.82848246,0.274646
trunc,1024,4.0,4096,8.0,random0,0.00439453,0.71146282,0.006177
trunc,1024,4.0,4096,8.0,random1,0.00537109,0.71146282,0.007549
trunc,1024,4.0,4096,8.0,random2,0.00805664,0.71146282,0.011324
trunc,1024,4.0,4096,8.0,random3,0.00463867,0.71146282,0.00652
trunc,1024,4.0,4096,8.0,random4,0.00341797,0.71146282,0.004804
trunc,1024,4.0,4096,8.0,random5,0.00415039,0.71146282,0.005834
trunc,1024,4.0,4096,8.0,random6,0.00439453,0.71146282,0.006177
trunc,1024,4.0,4096,8.0,random7,0.00439453,0.71146282,0.006177
trunc,1024,4.0,4096,8.0,theta_star,0.00512695,0.71146282,0.007206
trunc,1024,4.0,4096,8.0,adversarial,0.05395508,0.71146282,0.075837
trunc,1024,4.0,4096,16.0,random0,0.0,0.69348264,0.0
trunc,1024,4.0,4096,16.0,random1,0.0,0.69348264,0.0
trunc,1024,4.0,4096,16.0,random2,0.0,0.69348264,0.0
trunc,1024,4.0,4096,16.0,random3,0.0,0.69348264,0.0
trunc,1024,4.0,4096,16.0,random4,0.0,0.69348264,0.0
trunc,1024,4.0,4096,16.0,random5,0.0,0.69348264,0.0
trunc,1024,4.0,4096,16.0,random6,0.0,0.69348264,0.0
trunc,1024,4.0,4096,16.0,random7,0.0,0.69348264,0.0
trunc,1024,4.0,4096,16.0,theta_star,0.0,0.69348264,0.0
trunc,1024,4.0,4096,16.0,adversarial,0.00415039,0.69348264,0.005985
trunc,1024,16.0,16384,4.0,random0,0.046875,0.82848246,0.056579
trunc,1024,16.0,16384,4.0,random1,0.04443359,0.82848246,0.053633
trunc,1024,16.0,16384,4.0,random2,0.04663086,0.82848246,0.056285
trunc,1024,16.0,16384,4.0,random3,0.04675293,0.82848246,0.056432
trunc,1024,16.0,16384,4.0,random4,0.04534912,0.82848246,0.054738
trunc,1024,16.0,16384,4.0,random5,0.04644775,0.82848246,0.056064
trunc,1024,16.0,16384,4.0,random6,0.04620361,0.82848246,0.055769
trunc,1024,16.0,16384,4.0,random7,0.05023193,0.82848246,0.060631
trunc,1024,16.0,16384,4.0,theta_star,0.04870605,0.82848246,0.058789
trunc,1024,16.0,16384,4.0,adversarial,0.13275146,0.82848246,0.160234
trunc,1024,16.0,16384,8.0,random0,0.00384521,0.71146282,0.005405
trunc,1024,16.0,16384,8.0,random1,0.00506592,0.71146282,0.00712
trunc,1024,16.0,16384,8.0,random2,0.0045166,0.71146282,0.006348
trunc,1024,16.0,16384,8.0,random3,0.00628662,0.71146282,0.008836
trunc,1024,16.0,16384,8.0,random4,0.00323486,0.71146282,0.004547
trunc,1024,16.0,16384,8.0,random5,0.00500488,0.71146282,0.007035
trunc,1024,16.0,16384,8.0,random6,0.00396729,0.71146282,0.005576
trunc,1024,16.0,16384,8.0,random7,0.00488281,0.71146282,0.006863
trunc,1024,16.0,16384,8.0,theta_star,0.00543213,0.71146282,0.007635
trunc,1024,16.0,16384,8.0,adversarial,0.03485107,0.71146282,0.048985
trunc,1024,16.0,16384,16.0,random0,6.104e-05,0.69348264,8.8e-05
trunc,1024,16.0,16384,16.0,random1,6.104e-05,0.69348264,8.8e-05
trunc,1024,16.0,16384,16.0,random2,6.104e-05,0.69348264,8.8e-05
trunc,1024,16.0,16384,16.0,random3,0.0,0.69348264,0.0
trunc,1024,16.0,16384,16.0,random4,0.0,0.69348264,0.0
trunc,1024,16.0,16384,16.0,random5,0.0,0.69348264,0.0
trunc,1024,16.0,16384,16.0,random6,0.00012207,0.69348264,0.000176
trunc,1024,16.0,16384,16.0,random7,6.104e-05,0.69348264,8.8e-05
trunc,1024,16.0,16384,16.0,theta_star,6.104e-05,0.69348264,8.8e-05
trunc,1024,16.0,16384,16.0,adversarial,0.00268555,0.69348264,0.003873
trunc,1024,64.0,65536,4.0,random0,0.04443359,0.65519567,0.067817
trunc,1024,64.0,65536,4.0,random1,0.04646301,0.65519567,0.070915
trunc,1024,64.0,65536,4.0,random2,0.04600525,0.65519567,0.070216
trunc,1024,64.0,65536,4.0,random3,0.04499817,0.65519567,0.068679
trunc,1024,64.0,65536,4.0,random4,0.04478455,0.65519567,0.068353
trunc,1024,64.0,65536,4.0,random5,0.04373169,0.65519567,0.066746
trunc,1024,64.0,65536,4.0,random6,0.04684448,0.65519567,0.071497
trunc,1024,64.0,65536,4.0,random7,0.04681396,0.65519567,0.07145
trunc,1024,64.0,65536,4.0,theta_star,0.04376221,0.65519567,0.066793
trunc,1024,64.0,65536,4.0,adversarial,0.0891571,0.65519567,0.136077
trunc,1024,64.0,65536,8.0,random0,0.0050354,0.53817602,0.009356
trunc,1024,64.0,65536,8.0,random1,0.00480652,0.53817602,0.008931
trunc,1024,64.0,65536,8.0,random2,0.004776,0.53817602,0.008874
trunc,1024,64.0,65536,8.0,random3,0.00480652,0.53817602,0.008931
trunc,1024,64.0,65536,8.0,random4,0.00448608,0.53817602,0.008336
trunc,1024,64.0,65536,8.0,random5,0.00442505,0.53817602,0.008222
trunc,1024,64.0,65536,8.0,random6,0.00500488,0.53817602,0.0093
trunc,1024,64.0,65536,8.0,random7,0.00440979,0.53817602,0.008194
trunc,1024,64.0,65536,8.0,theta_star,0.00431824,0.53817602,0.008024
trunc,1024,64.0,65536,8.0,adversarial,0.0198822,0.53817602,0.036944
trunc,1024,64.0,65536,16.0,random0,3.052e-05,0.52019585,5.9e-05
trunc,1024,64.0,65536,16.0,random1,6.104e-05,0.52019585,0.000117
trunc,1024,64.0,65536,16.0,random2,9.155e-05,0.52019585,0.000176
trunc,1024,64.0,65536,16.0,random3,0.00010681,0.52019585,0.000205
trunc,1024,64.0,65536,16.0,random4,3.052e-05,0.52019585,5.9e-05
trunc,1024,64.0,65536,16.0,random5,3.052e-05,0.52019585,5.9e-05
trunc,1024,64.0,65536,16.0,random6,7.629e-05,0.52019585,0.000147
trunc,1024,64.0,65536,16.0,random7,6.104e-05,0.52019585,0.000117
trunc,1024,64.0,65536,16.0,theta_star,4.578e-05,0.52019585,8.8e-05
trunc,1024,64.0,65536,16.0,adversarial,0.00091553,0.52019585,0.00176