Epoch,Ours_Train,Ours_Test,ResNet-50_Train,ResNet-50_Test,ResNeXt-50_Train,ResNeXt-50_Test,densenet121_Train,densenet121_Test,AlexNet_Train,AlexNet_Test
1,0.7071428571428572,0.6282798833819242,0.4857142857142857,0.5874635568513119,0.4785714285714286,0.6865889212827988,0.1714285714285714,0.3833819241982507,0.0,0.0845481049562682
2,0.75,0.7434402332361516,0.8071428571428572,0.2536443148688047,0.7285714285714285,0.4504373177842565,0.8642857142857143,0.2959183673469387,0.4928571428571429,0.7011661807580175
3,0.8428571428571429,0.7886297376093294,0.8142857142857143,0.2288629737609329,0.7714285714285715,0.5947521865889213,0.8357142857142857,0.5932944606413995,0.6,0.3454810495626822
4,0.9214285714285714,0.8279883381924198,0.85,0.2842565597667638,0.7785714285714286,0.7667638483965015,0.8142857142857143,0.3935860058309038,0.3357142857142857,0.7011661807580175
5,0.9285714285714286,0.8483965014577259,0.8714285714285714,0.4854227405247813,0.8428571428571429,0.7667638483965015,0.8571428571428571,0.5524781341107872,0.7428571428571429,0.2988338192419825
6,0.9571428571428572,0.8542274052478134,0.8785714285714286,0.7915451895043731,0.8785714285714286,0.7623906705539358,0.9071428571428573,0.6107871720116618,0.4071428571428571,0.7011661807580175
7,0.9571428571428572,0.8571428571428571,0.8857142857142857,0.8046647230320699,0.8571428571428571,0.760932944606414,0.8714285714285714,0.8090379008746356,0.7214285714285714,0.7594752186588921
8,0.9714285714285714,0.8658892128279884,0.9214285714285714,0.7988338192419825,0.9214285714285714,0.8104956268221575,0.9428571428571428,0.858600583090379,0.75,0.7580174927113703
9,0.9642857142857144,0.8848396501457726,0.8785714285714286,0.7769679300291545,0.9142857142857144,0.8309037900874635,0.9357142857142856,0.8483965014577259,0.7928571428571428,0.7580174927113703
10,0.9857142857142858,0.8877551020408163,0.95,0.8032069970845481,0.9357142857142856,0.826530612244898,0.9142857142857144,0.7798833819241983,0.8285714285714286,0.749271137026239
11,0.9714285714285714,0.9052478134110788,0.9285714285714286,0.7798833819241983,0.9071428571428573,0.8381924198250729,0.9357142857142856,0.7667638483965015,0.8071428571428572,0.6982507288629738
12,1.0,0.8950437317784257,0.9214285714285714,0.8177842565597667,0.8928571428571429,0.8090379008746356,0.9285714285714286,0.8527696793002916,0.7571428571428571,0.7346938775510204
13,1.0,0.902332361516035,0.9071428571428573,0.826530612244898,0.9571428571428572,0.8104956268221575,0.9285714285714286,0.8600583090379009,0.85,0.7521865889212828
14,1.0,0.9096209912536444,0.9142857142857144,0.7857142857142857,0.9142857142857144,0.8352769679300291,0.9642857142857144,0.8396501457725948,0.8071428571428572,0.7725947521865889
15,1.0,0.9037900874635568,0.9,0.8119533527696793,0.9714285714285714,0.8644314868804664,0.9642857142857144,0.8673469387755102,0.85,0.7725947521865889
16,0.9857142857142858,0.8862973760932945,0.8642857142857143,0.8104956268221575,0.9785714285714284,0.8104956268221575,0.9714285714285714,0.8790087463556852,0.8642857142857143,0.7711370262390671
17,0.9714285714285714,0.8833819241982507,0.95,0.8177842565597667,0.9571428571428572,0.8440233236151603,0.9928571428571428,0.8877551020408163,0.8357142857142857,0.7711370262390671
18,0.9928571428571428,0.8935860058309038,0.9214285714285714,0.8192419825072886,0.95,0.8571428571428571,0.9571428571428572,0.8965014577259475,0.8214285714285714,0.7784256559766763
19,1.0,0.8935860058309038,0.9285714285714286,0.8454810495626822,0.9571428571428572,0.8658892128279884,0.9785714285714284,0.8877551020408163,0.8571428571428571,0.7711370262390671
20,1.0,0.9081632653061223,0.95,0.8323615160349854,0.9857142857142858,0.8542274052478134,0.9857142857142858,0.89067055393586,0.8428571428571429,0.782798833819242
21,0.9928571428571428,0.9037900874635568,0.95,0.7900874635568513,0.95,0.8440233236151603,0.9714285714285714,0.8658892128279884,0.8071428571428572,0.782798833819242
22,1.0,0.9037900874635568,0.9428571428571428,0.8411078717201166,0.9857142857142858,0.8600583090379009,0.9642857142857144,0.8527696793002916,0.8642857142857143,0.7915451895043731
23,1.0,0.9067055393586004,0.9642857142857144,0.8469387755102041,0.9857142857142858,0.8440233236151603,0.9857142857142858,0.8469387755102041,0.8428571428571429,0.793002915451895
24,0.9928571428571428,0.902332361516035,0.9285714285714286,0.8309037900874635,0.9785714285714284,0.8644314868804664,0.9642857142857144,0.8877551020408163,0.8571428571428571,0.8046647230320699
25,0.9785714285714284,0.8775510204081632,0.9714285714285714,0.7682215743440233,0.9714285714285714,0.8935860058309038,0.95,0.89067055393586,0.85,0.7536443148688047
26,0.9928571428571428,0.9081632653061223,0.9571428571428572,0.8104956268221575,0.9642857142857144,0.8717201166180758,0.9428571428571428,0.8688046647230321,0.8571428571428571,0.7332361516034985
27,1.0,0.9008746355685132,0.9,0.8192419825072886,0.9357142857142856,0.8644314868804664,0.9571428571428572,0.8309037900874635,0.8142857142857143,0.7784256559766763
28,1.0,0.9110787172011662,0.9071428571428573,0.826530612244898,0.95,0.8979591836734694,0.9428571428571428,0.8848396501457726,0.8571428571428571,0.7463556851311953
29,1.0,0.912536443148688,0.9285714285714286,0.8527696793002916,0.95,0.8615160349854227,0.9571428571428572,0.8892128279883382,0.85,0.7551020408163265
30,1.0,0.9081632653061223,0.9285714285714286,0.8381924198250729,0.9642857142857144,0.8644314868804664,0.9714285714285714,0.8892128279883382,0.8285714285714286,0.7900874635568513
31,0.9857142857142858,0.9052478134110788,0.9142857142857144,0.8134110787172012,0.9571428571428572,0.8979591836734694,0.9714285714285714,0.892128279883382,0.85,0.8061224489795918
32,0.9785714285714284,0.9110787172011662,0.9142857142857144,0.8396501457725948,0.9785714285714284,0.8702623906705539,0.9857142857142858,0.8935860058309038,0.85,0.7973760932944607
33,0.9928571428571428,0.8862973760932945,0.9142857142857144,0.858600583090379,0.9785714285714284,0.8688046647230321,0.9928571428571428,0.8892128279883382,0.8714285714285714,0.7696793002915452
34,1.0,0.902332361516035,0.95,0.8513119533527697,0.9357142857142856,0.8848396501457726,0.9785714285714284,0.8498542274052479,0.8285714285714286,0.7857142857142857
35,0.9928571428571428,0.91399416909621,0.9571428571428572,0.8469387755102041,0.9642857142857144,0.880466472303207,0.9714285714285714,0.8848396501457726,0.8714285714285714,0.793002915451895
36,1.0,0.8950437317784257,0.9571428571428572,0.858600583090379,0.9571428571428572,0.8396501457725948,0.9785714285714284,0.8790087463556852,0.8785714285714286,0.7988338192419825
37,0.9857142857142858,0.89067055393586,0.9571428571428572,0.8513119533527697,0.9428571428571428,0.8367346938775511,0.9928571428571428,0.8790087463556852,0.8928571428571429,0.8002915451895044
38,0.9857142857142858,0.9008746355685132,0.9785714285714284,0.8527696793002916,0.9714285714285714,0.8513119533527697,0.95,0.8760932944606414,0.8642857142857143,0.8032069970845481
39,0.9857142857142858,0.9198250728862972,0.9785714285714284,0.8629737609329446,0.9785714285714284,0.8542274052478134,0.9928571428571428,0.8862973760932945,0.8928571428571429,0.8046647230320699
40,0.9928571428571428,0.9198250728862972,0.9571428571428572,0.8731778425655977,0.9857142857142858,0.8819241982507289,0.9928571428571428,0.8965014577259475,0.9,0.8134110787172012
41,0.9857142857142858,0.922740524781341,0.9642857142857144,0.8819241982507289,0.95,0.892128279883382,0.9857142857142858,0.9096209912536444,0.8857142857142857,0.8206997084548106
42,0.9928571428571428,0.9183673469387756,0.95,0.8615160349854227,0.9785714285714284,0.8702623906705539,1.0,0.9096209912536444,0.9,0.8192419825072886
43,1.0,0.9154518950437318,0.9785714285714284,0.8556851311953353,0.9857142857142858,0.8819241982507289,0.9785714285714284,0.9110787172011662,0.9,0.8119533527696793
44,1.0,0.9096209912536444,0.9571428571428572,0.858600583090379,0.9928571428571428,0.8717201166180758,1.0,0.8935860058309038,0.9,0.8090379008746356
45,1.0,0.9052478134110788,0.9642857142857144,0.8454810495626822,0.9857142857142858,0.8790087463556852,0.9928571428571428,0.8790087463556852,0.8714285714285714,0.7813411078717201
46,0.9928571428571428,0.8979591836734694,0.9785714285714284,0.8746355685131195,0.9714285714285714,0.8892128279883382,0.9714285714285714,0.8644314868804664,0.8714285714285714,0.8163265306122449
47,0.9928571428571428,0.912536443148688,0.9285714285714286,0.8440233236151603,0.9785714285714284,0.8731778425655977,1.0,0.8775510204081632,0.8928571428571429,0.8163265306122449
48,1.0,0.9154518950437318,0.9642857142857144,0.8338192419825073,0.9928571428571428,0.8760932944606414,0.9785714285714284,0.858600583090379,0.85,0.8163265306122449
49,0.9928571428571428,0.922740524781341,0.9428571428571428,0.8935860058309038,0.9857142857142858,0.8848396501457726,0.9928571428571428,0.8790087463556852,0.8785714285714286,0.7915451895043731
50,1.0,0.9183673469387756,0.9785714285714284,0.8935860058309038,0.9928571428571428,0.8819241982507289,0.9785714285714284,0.8556851311953353,0.8714285714285714,0.7886297376093294
51,0.9928571428571428,0.9037900874635568,0.9571428571428572,0.8833819241982507,0.9785714285714284,0.8688046647230321,0.9642857142857144,0.8498542274052479,0.8785714285714286,0.8075801749271136
52,1.0,0.9037900874635568,0.9857142857142858,0.8790087463556852,1.0,0.8790087463556852,0.9857142857142858,0.8892128279883382,0.9214285714285714,0.8192419825072886
53,1.0,0.9169096209912536,0.9571428571428572,0.8454810495626822,1.0,0.8775510204081632,0.9785714285714284,0.8892128279883382,0.8857142857142857,0.8163265306122449
54,1.0,0.9067055393586004,0.95,0.8571428571428571,0.9857142857142858,0.8950437317784257,0.9857142857142858,0.880466472303207,0.9,0.8177842565597667
55,1.0,0.9008746355685132,0.9857142857142858,0.8702623906705539,0.9857142857142858,0.8979591836734694,0.9785714285714284,0.8892128279883382,0.9071428571428573,0.8221574344023324
56,1.0,0.9110787172011662,0.9642857142857144,0.8658892128279884,0.9785714285714284,0.8892128279883382,0.9714285714285714,0.8673469387755102,0.8928571428571429,0.8338192419825073
57,1.0,0.9169096209912536,0.9928571428571428,0.8717201166180758,0.9428571428571428,0.814868804664723,0.9857142857142858,0.8833819241982507,0.9357142857142856,0.8177842565597667
58,1.0,0.9169096209912536,0.9428571428571428,0.8731778425655977,0.9857142857142858,0.8483965014577259,0.9857142857142858,0.8892128279883382,0.9285714285714286,0.814868804664723
59,1.0,0.9154518950437318,0.9642857142857144,0.8542274052478134,0.9857142857142858,0.8498542274052479,0.9714285714285714,0.8979591836734694,0.9428571428571428,0.8338192419825073
60,1.0,0.9198250728862972,1.0,0.8600583090379009,0.9714285714285714,0.8454810495626822,0.9928571428571428,0.89067055393586,0.9214285714285714,0.8192419825072886
61,1.0,0.9198250728862972,0.9928571428571428,0.8527696793002916,0.9857142857142858,0.8469387755102041,1.0,0.8994169096209913,0.8428571428571429,0.7725947521865889
62,1.0,0.9183673469387756,0.9642857142857144,0.8556851311953353,0.9857142857142858,0.8600583090379009,0.9857142857142858,0.9037900874635568,0.8642857142857143,0.8104956268221575
63,1.0,0.9110787172011662,0.9571428571428572,0.8542274052478134,0.95,0.8819241982507289,0.9785714285714284,0.8935860058309038,0.8642857142857143,0.8192419825072886
64,1.0,0.9096209912536444,0.9571428571428572,0.8775510204081632,0.9928571428571428,0.8688046647230321,1.0,0.8935860058309038,0.9214285714285714,0.8221574344023324
65,1.0,0.9198250728862972,0.9714285714285714,0.8833819241982507,0.9428571428571428,0.8965014577259475,0.9928571428571428,0.8892128279883382,0.9071428571428573,0.8236151603498543
66,1.0,0.9183673469387756,0.9785714285714284,0.8702623906705539,1.0,0.8790087463556852,1.0,0.8790087463556852,0.9071428571428573,0.8221574344023324
67,1.0,0.892128279883382,0.9714285714285714,0.8702623906705539,0.9928571428571428,0.8411078717201166,1.0,0.880466472303207,0.8714285714285714,0.8250728862973761
68,0.9785714285714284,0.9169096209912536,0.9785714285714284,0.8644314868804664,0.9928571428571428,0.8644314868804664,0.9857142857142858,0.8862973760932945,0.9357142857142856,0.8236151603498543
69,0.9928571428571428,0.91399416909621,0.9714285714285714,0.8673469387755102,0.9928571428571428,0.880466472303207,0.9785714285714284,0.8833819241982507,0.9285714285714286,0.8206997084548106
70,1.0,0.9285714285714286,0.9857142857142858,0.8702623906705539,0.95,0.880466472303207,0.9785714285714284,0.8644314868804664,0.9428571428571428,0.8236151603498543
71,1.0,0.9256559766763848,0.9928571428571428,0.8294460641399417,0.9928571428571428,0.8775510204081632,0.9714285714285714,0.8498542274052479,0.9357142857142856,0.8236151603498543
72,1.0,0.922740524781341,0.9785714285714284,0.8396501457725948,0.9714285714285714,0.8862973760932945,0.9642857142857144,0.8775510204081632,0.95,0.8250728862973761
73,1.0,0.922740524781341,0.9857142857142858,0.8396501457725948,0.9928571428571428,0.8833819241982507,0.9785714285714284,0.8819241982507289,0.9285714285714286,0.8396501457725948
74,1.0,0.924198250728863,0.9785714285714284,0.8571428571428571,1.0,0.8979591836734694,0.9857142857142858,0.8746355685131195,0.95,0.8192419825072886
75,1.0,0.9271137026239068,0.95,0.8615160349854227,0.9857142857142858,0.8935860058309038,0.9928571428571428,0.8819241982507289,0.9142857142857144,0.8411078717201166
76,1.0,0.9271137026239068,0.9785714285714284,0.89067055393586,0.9785714285714284,0.8935860058309038,0.9857142857142858,0.9008746355685132,0.9571428571428572,0.8236151603498543
77,1.0,0.9285714285714286,0.9928571428571428,0.8790087463556852,0.9857142857142858,0.9081632653061223,0.9714285714285714,0.902332361516035,0.9357142857142856,0.8294460641399417
78,1.0,0.9314868804664724,0.9857142857142858,0.8615160349854227,0.9857142857142858,0.9008746355685132,0.8928571428571429,0.912536443148688,0.9357142857142856,0.8192419825072886
79,1.0,0.9300291545189504,0.9857142857142858,0.8571428571428571,0.9928571428571428,0.9169096209912536,0.9857142857142858,0.8950437317784257,0.9357142857142856,0.814868804664723
80,0.9928571428571428,0.902332361516035,0.9642857142857144,0.8644314868804664,0.9928571428571428,0.902332361516035,0.9928571428571428,0.8965014577259475,0.9214285714285714,0.8309037900874635
81,0.9857142857142858,0.8819241982507289,0.9571428571428572,0.8819241982507289,0.9857142857142858,0.89067055393586,0.9928571428571428,0.8833819241982507,0.9571428571428572,0.8411078717201166
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176,1.0,0.9285714285714286,1.0,0.9008746355685132,0.9928571428571428,0.9096209912536444,1.0,0.8994169096209913,0.9714285714285714,0.8629737609329446
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