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
1,0.4910714285714285,0.7157434402332361,0.125,0.685131195335277,0.4553571428571428,0.6690962099125365,0.0178571428571428,0.0,0.0,0.1064139941690962
2,0.7410714285714286,0.7419825072886297,0.8125,0.1180758017492711,0.7321428571428571,0.782798833819242,0.6785714285714286,0.1428571428571428,0.5535714285714286,0.7011661807580175
3,0.7946428571428571,0.7405247813411079,0.8214285714285714,0.5408163265306123,0.8660714285714286,0.6297376093294461,0.8392857142857143,0.4766763848396501,0.5803571428571429,0.717201166180758
4,0.875,0.7915451895043731,0.8928571428571429,0.1895043731778425,0.8214285714285714,0.532069970845481,0.8660714285714286,0.5932944606413995,0.6964285714285714,0.3279883381924198
5,0.8928571428571429,0.782798833819242,0.9017857142857144,0.0,0.8571428571428571,0.5597667638483965,0.9107142857142856,0.5816326530612245,0.6696428571428571,0.7317784256559767
6,0.875,0.8309037900874635,0.8839285714285714,0.0422740524781341,0.9017857142857144,0.7769679300291545,0.9464285714285714,0.7725947521865889,0.7589285714285714,0.7405247813411079
7,0.9285714285714286,0.8498542274052479,0.8571428571428571,0.7040816326530612,0.9017857142857144,0.8279883381924198,0.9464285714285714,0.7988338192419825,0.8125,0.7711370262390671
8,0.9464285714285714,0.8411078717201166,0.8571428571428571,0.4008746355685131,0.9107142857142856,0.8279883381924198,0.9464285714285714,0.8294460641399417,0.8035714285714286,0.6618075801749271
9,0.9821428571428572,0.8425655976676385,0.9107142857142856,0.6282798833819242,0.9375,0.8425655976676385,0.9821428571428572,0.8483965014577259,0.8214285714285714,0.7857142857142857
10,0.9642857142857144,0.8571428571428571,0.9464285714285714,0.8075801749271136,0.9732142857142856,0.8367346938775511,0.9642857142857144,0.8513119533527697,0.8303571428571429,0.7201166180758017
11,0.9910714285714286,0.8760932944606414,0.9464285714285714,0.7973760932944607,0.9375,0.8469387755102041,0.9642857142857144,0.8483965014577259,0.8035714285714286,0.7142857142857143
12,0.9821428571428572,0.8644314868804664,0.9107142857142856,0.7274052478134111,0.9375,0.8556851311953353,0.9285714285714286,0.8440233236151603,0.7053571428571429,0.7740524781341108
13,1.0,0.8790087463556852,0.9464285714285714,0.7959183673469388,0.9285714285714286,0.8775510204081632,0.9196428571428572,0.8177842565597667,0.75,0.7915451895043731
14,0.9910714285714286,0.8644314868804664,0.9821428571428572,0.8250728862973761,0.9553571428571428,0.7434402332361516,0.9642857142857144,0.8104956268221575,0.8035714285714286,0.8075801749271136
15,0.9910714285714286,0.8731778425655977,0.8928571428571429,0.8615160349854227,0.9017857142857144,0.7521865889212828,0.9642857142857144,0.7857142857142857,0.8660714285714286,0.8061224489795918
16,0.9821428571428572,0.8673469387755102,0.9107142857142856,0.8309037900874635,0.9107142857142856,0.8075801749271136,0.9642857142857144,0.8236151603498543,0.8392857142857143,0.8046647230320699
17,1.0,0.8731778425655977,0.9196428571428572,0.8046647230320699,0.9642857142857144,0.8629737609329446,0.9464285714285714,0.8746355685131195,0.8482142857142857,0.7769679300291545
18,0.9821428571428572,0.880466472303207,0.9375,0.7740524781341108,0.9107142857142856,0.8571428571428571,0.9732142857142856,0.8833819241982507,0.8392857142857143,0.7769679300291545
19,1.0,0.8877551020408163,0.9196428571428572,0.8046647230320699,0.9821428571428572,0.8483965014577259,0.9732142857142856,0.8892128279883382,0.8660714285714286,0.7813411078717201
20,0.9821428571428572,0.8731778425655977,0.9285714285714286,0.8615160349854227,1.0,0.8658892128279884,0.9821428571428572,0.8221574344023324,0.9017857142857144,0.8017492711370262
21,1.0,0.8892128279883382,0.9196428571428572,0.8571428571428571,0.9464285714285714,0.8731778425655977,1.0,0.8673469387755102,0.8125,0.7944606413994169
22,1.0,0.8877551020408163,0.9375,0.8279883381924198,0.9642857142857144,0.8454810495626822,0.9910714285714286,0.912536443148688,0.8839285714285714,0.8119533527696793
23,0.9910714285714286,0.8935860058309038,0.9196428571428572,0.8338192419825073,0.9821428571428572,0.858600583090379,0.9910714285714286,0.9169096209912536,0.8392857142857143,0.7755102040816326
24,0.9910714285714286,0.9067055393586004,0.9910714285714286,0.8206997084548106,0.9375,0.8658892128279884,0.9910714285714286,0.9154518950437318,0.8214285714285714,0.7842565597667639
25,1.0,0.89067055393586,0.9732142857142856,0.8309037900874635,0.9553571428571428,0.8323615160349854,0.9732142857142856,0.9154518950437318,0.8214285714285714,0.8032069970845481
26,1.0,0.8994169096209913,0.9375,0.8411078717201166,0.9375,0.8556851311953353,0.9732142857142856,0.902332361516035,0.8214285714285714,0.8075801749271136
27,1.0,0.8935860058309038,0.9732142857142856,0.8221574344023324,0.9464285714285714,0.7317784256559767,0.9910714285714286,0.8892128279883382,0.8392857142857143,0.8104956268221575
28,1.0,0.8994169096209913,0.9732142857142856,0.8323615160349854,0.9732142857142856,0.7361516034985423,0.9821428571428572,0.9096209912536444,0.8928571428571429,0.8090379008746356
29,1.0,0.8994169096209913,0.9821428571428572,0.8644314868804664,0.9642857142857144,0.8644314868804664,0.9732142857142856,0.8994169096209913,0.8571428571428571,0.8119533527696793
30,0.9910714285714286,0.8965014577259475,0.9910714285714286,0.8600583090379009,0.9642857142857144,0.8790087463556852,0.9732142857142856,0.8819241982507289,0.8928571428571429,0.7871720116618076
31,0.9910714285714286,0.8892128279883382,0.8928571428571429,0.8702623906705539,0.9821428571428572,0.8790087463556852,0.9821428571428572,0.880466472303207,0.8928571428571429,0.8134110787172012
32,0.9910714285714286,0.8658892128279884,0.9732142857142856,0.8775510204081632,0.9910714285714286,0.89067055393586,0.9821428571428572,0.8731778425655977,0.8571428571428571,0.7973760932944607
33,1.0,0.9008746355685132,0.9464285714285714,0.8513119533527697,0.9821428571428572,0.8979591836734694,1.0,0.8833819241982507,0.8482142857142857,0.8119533527696793
34,1.0,0.902332361516035,0.9553571428571428,0.858600583090379,0.9821428571428572,0.8979591836734694,0.9821428571428572,0.9008746355685132,0.8571428571428571,0.8163265306122449
35,0.9910714285714286,0.9037900874635568,0.9821428571428572,0.8702623906705539,0.9910714285714286,0.8892128279883382,1.0,0.902332361516035,0.8482142857142857,0.8104956268221575
36,0.9910714285714286,0.902332361516035,0.9642857142857144,0.8819241982507289,0.9821428571428572,0.8717201166180758,1.0,0.8965014577259475,0.8928571428571429,0.8163265306122449
37,0.9910714285714286,0.8935860058309038,0.9732142857142856,0.8571428571428571,0.9017857142857144,0.8454810495626822,0.9821428571428572,0.9008746355685132,0.8660714285714286,0.8177842565597667
38,0.9910714285714286,0.8833819241982507,0.9821428571428572,0.8731778425655977,0.9642857142857144,0.892128279883382,0.9910714285714286,0.9008746355685132,0.8839285714285714,0.8206997084548106
39,1.0,0.8862973760932945,0.9910714285714286,0.880466472303207,0.9910714285714286,0.8338192419825073,0.9910714285714286,0.8965014577259475,0.8482142857142857,0.8177842565597667
40,1.0,0.89067055393586,0.9553571428571428,0.8717201166180758,0.9732142857142856,0.8338192419825073,0.9910714285714286,0.8950437317784257,0.875,0.7798833819241983
41,0.9910714285714286,0.9008746355685132,0.9732142857142856,0.8746355685131195,0.9732142857142856,0.8717201166180758,0.9910714285714286,0.8965014577259475,0.8214285714285714,0.7973760932944607
42,1.0,0.8965014577259475,0.9732142857142856,0.8833819241982507,0.9732142857142856,0.8527696793002916,0.9910714285714286,0.9052478134110788,0.9107142857142856,0.8017492711370262
43,1.0,0.8950437317784257,0.9821428571428572,0.8746355685131195,0.9642857142857144,0.8542274052478134,1.0,0.8935860058309038,0.8303571428571429,0.7988338192419825
44,1.0,0.8877551020408163,0.9642857142857144,0.8760932944606414,0.9821428571428572,0.8615160349854227,1.0,0.880466472303207,0.8839285714285714,0.8192419825072886
45,0.9910714285714286,0.902332361516035,0.9910714285714286,0.8862973760932945,0.9642857142857144,0.8746355685131195,0.9910714285714286,0.8848396501457726,0.8660714285714286,0.8221574344023324
46,1.0,0.9037900874635568,0.9910714285714286,0.8848396501457726,0.9732142857142856,0.8877551020408163,0.9910714285714286,0.8965014577259475,0.8839285714285714,0.8294460641399417
47,1.0,0.892128279883382,0.9821428571428572,0.8877551020408163,0.9821428571428572,0.8877551020408163,1.0,0.8950437317784257,0.8839285714285714,0.760932944606414
48,1.0,0.9008746355685132,0.9196428571428572,0.8877551020408163,0.9910714285714286,0.8892128279883382,1.0,0.8965014577259475,0.8303571428571429,0.782798833819242
49,1.0,0.880466472303207,0.9910714285714286,0.8877551020408163,0.9732142857142856,0.8892128279883382,1.0,0.8965014577259475,0.8660714285714286,0.706997084548105
50,1.0,0.89067055393586,0.9910714285714286,0.8717201166180758,1.0,0.8629737609329446,0.9732142857142856,0.89067055393586,0.8392857142857143,0.7900874635568513
51,0.9910714285714286,0.9067055393586004,0.9821428571428572,0.8717201166180758,0.9910714285714286,0.8615160349854227,0.9910714285714286,0.8848396501457726,0.875,0.814868804664723
52,0.9910714285714286,0.9096209912536444,0.9821428571428572,0.8790087463556852,0.9910714285714286,0.8673469387755102,0.9732142857142856,0.8965014577259475,0.875,0.8177842565597667
53,1.0,0.902332361516035,0.9464285714285714,0.8702623906705539,0.9910714285714286,0.8790087463556852,0.9910714285714286,0.8615160349854227,0.9017857142857144,0.8221574344023324
54,1.0,0.8979591836734694,0.9910714285714286,0.8760932944606414,0.9910714285714286,0.8775510204081632,1.0,0.8454810495626822,0.9107142857142856,0.8075801749271136
55,1.0,0.9008746355685132,0.9553571428571428,0.8600583090379009,1.0,0.8775510204081632,0.9910714285714286,0.8367346938775511,0.9017857142857144,0.8192419825072886
56,1.0,0.9096209912536444,0.9553571428571428,0.8702623906705539,0.9910714285714286,0.8513119533527697,0.9910714285714286,0.8498542274052479,0.875,0.8206997084548106
57,0.9910714285714286,0.912536443148688,0.9553571428571428,0.8688046647230321,0.9732142857142856,0.8600583090379009,0.9910714285714286,0.880466472303207,0.9017857142857144,0.8206997084548106
58,1.0,0.8950437317784257,0.9553571428571428,0.8731778425655977,1.0,0.8469387755102041,0.9732142857142856,0.8790087463556852,0.875,0.8090379008746356
59,1.0,0.8760932944606414,0.9642857142857144,0.892128279883382,0.9910714285714286,0.8644314868804664,0.9642857142857144,0.8454810495626822,0.8660714285714286,0.8192419825072886
60,1.0,0.9052478134110788,0.9642857142857144,0.8819241982507289,1.0,0.892128279883382,0.9821428571428572,0.8440233236151603,0.8839285714285714,0.826530612244898
61,0.9910714285714286,0.912536443148688,0.9642857142857144,0.8658892128279884,0.9642857142857144,0.8629737609329446,1.0,0.7886297376093294,0.9285714285714286,0.8206997084548106
62,1.0,0.8760932944606414,0.9821428571428572,0.8702623906705539,1.0,0.8338192419825073,0.9285714285714286,0.8236151603498543,0.9107142857142856,0.8236151603498543
63,1.0,0.8848396501457726,0.9732142857142856,0.8950437317784257,0.9821428571428572,0.8644314868804664,0.9642857142857144,0.8483965014577259,0.9285714285714286,0.826530612244898
64,1.0,0.9052478134110788,0.9910714285714286,0.8556851311953353,0.9732142857142856,0.8469387755102041,1.0,0.8615160349854227,0.9285714285714286,0.8279883381924198
65,1.0,0.9008746355685132,0.9821428571428572,0.8833819241982507,0.9642857142857144,0.8658892128279884,0.9642857142857144,0.8935860058309038,0.9017857142857144,0.8119533527696793
66,1.0,0.89067055393586,0.9910714285714286,0.8892128279883382,0.9910714285714286,0.8571428571428571,0.9732142857142856,0.892128279883382,0.8839285714285714,0.7915451895043731
67,1.0,0.8746355685131195,0.9821428571428572,0.8862973760932945,0.9642857142857144,0.8367346938775511,0.9642857142857144,0.8935860058309038,0.9017857142857144,0.8221574344023324
68,0.9910714285714286,0.9198250728862972,0.9821428571428572,0.8658892128279884,0.9821428571428572,0.8454810495626822,1.0,0.8790087463556852,0.9107142857142856,0.8221574344023324
69,0.9910714285714286,0.8556851311953353,0.9642857142857144,0.8396501457725948,0.9821428571428572,0.8119533527696793,0.9732142857142856,0.8790087463556852,0.9375,0.8250728862973761
70,0.9821428571428572,0.8935860058309038,0.9642857142857144,0.8513119533527697,0.9732142857142856,0.8644314868804664,0.9910714285714286,0.892128279883382,0.875,0.8104956268221575
71,0.9910714285714286,0.8862973760932945,0.9821428571428572,0.8556851311953353,0.9732142857142856,0.8629737609329446,1.0,0.892128279883382,0.9017857142857144,0.826530612244898
72,1.0,0.8950437317784257,0.9732142857142856,0.8542274052478134,0.9910714285714286,0.8688046647230321,1.0,0.892128279883382,0.9196428571428572,0.8206997084548106
73,0.9910714285714286,0.8848396501457726,0.9642857142857144,0.8542274052478134,0.9642857142857144,0.8862973760932945,0.9910714285714286,0.8892128279883382,0.875,0.8192419825072886
74,1.0,0.8848396501457726,0.9910714285714286,0.8411078717201166,0.9821428571428572,0.8658892128279884,0.9821428571428572,0.8935860058309038,0.8928571428571429,0.826530612244898
75,1.0,0.8892128279883382,1.0,0.8513119533527697,0.9642857142857144,0.858600583090379,1.0,0.8877551020408163,0.8660714285714286,0.7682215743440233
76,1.0,0.89067055393586,0.9910714285714286,0.880466472303207,0.9910714285714286,0.89067055393586,1.0,0.8760932944606414,0.8392857142857143,0.749271137026239
77,1.0,0.8950437317784257,0.9910714285714286,0.8833819241982507,0.9910714285714286,0.8411078717201166,0.9910714285714286,0.8862973760932945,0.8125,0.7842565597667639
78,1.0,0.9008746355685132,0.9642857142857144,0.892128279883382,0.9821428571428572,0.8119533527696793,0.9821428571428572,0.9037900874635568,0.7946428571428571,0.8017492711370262
79,1.0,0.892128279883382,0.9910714285714286,0.8950437317784257,0.9910714285714286,0.8236151603498543,0.9910714285714286,0.8892128279883382,0.9107142857142856,0.8090379008746356
80,1.0,0.9008746355685132,0.9732142857142856,0.8790087463556852,0.9821428571428572,0.8542274052478134,0.9821428571428572,0.8935860058309038,0.8928571428571429,0.8192419825072886
81,0.9910714285714286,0.9067055393586004,0.9821428571428572,0.8790087463556852,0.9821428571428572,0.8556851311953353,0.9821428571428572,0.9037900874635568,0.9196428571428572,0.8061224489795918
82,1.0,0.9037900874635568,0.9732142857142856,0.8644314868804664,0.9642857142857144,0.8658892128279884,0.9642857142857144,0.8644314868804664,0.8660714285714286,0.8104956268221575
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177,1.0,0.9081632653061223,1.0,0.9052478134110788,1.0,0.9037900874635568,1.0,0.9154518950437318,0.9910714285714286,0.8498542274052479
178,1.0,0.9081632653061223,1.0,0.9037900874635568,1.0,0.902332361516035,1.0,0.9154518950437318,1.0,0.8498542274052479
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180,0.9910714285714286,0.9081632653061223,1.0,0.9052478134110788,1.0,0.902332361516035,1.0,0.9154518950437318,0.9732142857142856,0.8513119533527697