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
1,0.6952380952380952,0.7653061224489796,0.5333333333333333,0.7186588921282799,0.5761904761904761,0.4956268221574344,0.3238095238095238,0.597667638483965,0.0857142857142857,0.2988338192419825
2,0.8142857142857143,0.7988338192419825,0.7666666666666667,0.1428571428571428,0.7476190476190476,0.7142857142857143,0.8380952380952381,0.6997084548104956,0.4761904761904761,0.3002915451895043
3,0.8333333333333334,0.7842565597667639,0.8523809523809524,0.6938775510204082,0.8523809523809524,0.7463556851311953,0.8523809523809524,0.6982507288629738,0.5333333333333333,0.7011661807580175
4,0.8714285714285714,0.8134110787172012,0.8476190476190476,0.8032069970845481,0.8761904761904762,0.8046647230320699,0.8571428571428571,0.7011661807580175,0.6714285714285714,0.7011661807580175
5,0.9047619047619048,0.8775510204081632,0.8523809523809524,0.8542274052478134,0.9142857142857144,0.8513119533527697,0.9,0.8542274052478134,0.6333333333333333,0.7011661807580175
6,0.9571428571428572,0.8892128279883382,0.9142857142857144,0.8469387755102041,0.919047619047619,0.8731778425655977,0.919047619047619,0.8760932944606414,0.6238095238095238,0.7084548104956269
7,0.961904761904762,0.8994169096209913,0.9,0.8513119533527697,0.923809523809524,0.8440233236151603,0.9047619047619048,0.8556851311953353,0.6904761904761905,0.7157434402332361
8,0.9761904761904762,0.8950437317784257,0.8952380952380953,0.8877551020408163,0.9285714285714286,0.8688046647230321,0.9095238095238096,0.8775510204081632,0.7619047619047619,0.7638483965014577
9,0.961904761904762,0.902332361516035,0.923809523809524,0.8775510204081632,0.9,0.8644314868804664,0.9095238095238096,0.8979591836734694,0.7904761904761904,0.7798833819241983
10,0.9761904761904762,0.9081632653061223,0.8809523809523809,0.8848396501457726,0.923809523809524,0.8498542274052479,0.8809523809523809,0.9052478134110788,0.7857142857142857,0.7536443148688047
11,0.9714285714285714,0.9037900874635568,0.8714285714285714,0.8338192419825073,0.9428571428571428,0.8935860058309038,0.938095238095238,0.8979591836734694,0.7761904761904762,0.8046647230320699
12,0.9666666666666668,0.8877551020408163,0.9476190476190476,0.8877551020408163,0.9476190476190476,0.8309037900874635,0.938095238095238,0.8965014577259475,0.8238095238095238,0.7478134110787172
13,0.9904761904761904,0.9212827988338192,0.9333333333333332,0.8848396501457726,0.919047619047619,0.9096209912536444,0.938095238095238,0.902332361516035,0.8238095238095238,0.7871720116618076
14,0.9857142857142858,0.9052478134110788,0.919047619047619,0.902332361516035,0.938095238095238,0.9110787172011662,0.9714285714285714,0.892128279883382,0.8,0.7973760932944607
15,0.9761904761904762,0.912536443148688,0.9047619047619048,0.8775510204081632,0.938095238095238,0.9067055393586004,0.923809523809524,0.902332361516035,0.780952380952381,0.7988338192419825
16,0.9952380952380953,0.8877551020408163,0.9476190476190476,0.8994169096209913,0.938095238095238,0.8760932944606414,0.9428571428571428,0.8629737609329446,0.819047619047619,0.8090379008746356
17,0.9952380952380953,0.9052478134110788,0.9333333333333332,0.8760932944606414,0.923809523809524,0.8338192419825073,0.9428571428571428,0.9358600583090378,0.819047619047619,0.7988338192419825
18,0.9809523809523808,0.9067055393586004,0.9476190476190476,0.8775510204081632,0.9333333333333332,0.8483965014577259,0.9428571428571428,0.91399416909621,0.819047619047619,0.793002915451895
19,0.9952380952380953,0.89067055393586,0.8952380952380953,0.739067055393586,0.938095238095238,0.8790087463556852,0.919047619047619,0.8965014577259475,0.8142857142857143,0.8017492711370262
20,0.9714285714285714,0.9008746355685132,0.9285714285714286,0.8454810495626822,0.919047619047619,0.89067055393586,0.9428571428571428,0.9037900874635568,0.8571428571428571,0.8017492711370262
21,0.9809523809523808,0.9212827988338192,0.923809523809524,0.8309037900874635,0.9571428571428572,0.9052478134110788,0.9571428571428572,0.9169096209912536,0.8666666666666667,0.7463556851311953
22,0.9952380952380953,0.9271137026239068,0.9285714285714286,0.8119533527696793,0.961904761904762,0.8629737609329446,0.9571428571428572,0.9110787172011662,0.8095238095238095,0.7959183673469388
23,0.9952380952380953,0.9212827988338192,0.9047619047619048,0.8862973760932945,0.8904761904761904,0.8309037900874635,0.961904761904762,0.9110787172011662,0.8428571428571429,0.8046647230320699
24,0.9857142857142858,0.934402332361516,0.9666666666666668,0.8177842565597667,0.938095238095238,0.8163265306122449,0.9571428571428572,0.9154518950437318,0.7714285714285715,0.8104956268221575
25,1.0,0.932944606413994,0.9428571428571428,0.8571428571428571,0.938095238095238,0.7725947521865889,0.9714285714285714,0.9169096209912536,0.8476190476190476,0.8206997084548106
26,0.9952380952380953,0.9475218658892128,0.9428571428571428,0.8760932944606414,0.9333333333333332,0.9110787172011662,0.9666666666666668,0.9285714285714286,0.8428571428571429,0.8221574344023324
27,0.9952380952380953,0.9460641399416908,0.9571428571428572,0.8877551020408163,0.9761904761904762,0.91399416909621,0.9523809523809524,0.8702623906705539,0.8047619047619048,0.8177842565597667
28,1.0,0.9300291545189504,0.961904761904762,0.89067055393586,0.9761904761904762,0.892128279883382,0.9428571428571428,0.934402332361516,0.8285714285714286,0.8090379008746356
29,0.9952380952380953,0.9169096209912536,0.9476190476190476,0.8994169096209913,0.9333333333333332,0.8819241982507289,0.9809523809523808,0.9198250728862972,0.8666666666666667,0.8236151603498543
30,0.9952380952380953,0.9285714285714286,0.9571428571428572,0.9314868804664724,0.9285714285714286,0.8877551020408163,0.9904761904761904,0.9285714285714286,0.861904761904762,0.8075801749271136
31,0.9952380952380953,0.9460641399416908,0.9571428571428572,0.91399416909621,0.938095238095238,0.922740524781341,0.9809523809523808,0.9387755102040816,0.8476190476190476,0.8381924198250729
32,1.0,0.9460641399416908,0.9571428571428572,0.9096209912536444,0.938095238095238,0.8104956268221575,0.9904761904761904,0.922740524781341,0.8380952380952381,0.8192419825072886
33,1.0,0.9285714285714286,0.961904761904762,0.8367346938775511,0.9761904761904762,0.9169096209912536,0.9809523809523808,0.934402332361516,0.8523809523809524,0.8425655976676385
34,0.9952380952380953,0.9446064139941692,0.923809523809524,0.8775510204081632,0.9809523809523808,0.8994169096209913,0.9428571428571428,0.9169096209912536,0.8666666666666667,0.8411078717201166
35,1.0,0.9387755102040816,0.961904761904762,0.8440233236151603,0.9476190476190476,0.8979591836734694,0.9809523809523808,0.9285714285714286,0.8714285714285714,0.8396501457725948
36,0.9952380952380953,0.9387755102040816,0.9476190476190476,0.8440233236151603,0.9666666666666668,0.9081632653061223,0.9571428571428572,0.9096209912536444,0.861904761904762,0.8513119533527697
37,0.9952380952380953,0.9416909620991254,0.9428571428571428,0.9096209912536444,0.938095238095238,0.9300291545189504,0.9761904761904762,0.9169096209912536,0.8714285714285714,0.8542274052478134
38,0.9857142857142858,0.9154518950437318,0.9333333333333332,0.89067055393586,0.9761904761904762,0.9183673469387756,0.9809523809523808,0.8717201166180758,0.8714285714285714,0.8469387755102041
39,0.9952380952380953,0.9300291545189504,0.9761904761904762,0.8790087463556852,0.938095238095238,0.8979591836734694,0.9904761904761904,0.9183673469387756,0.8857142857142857,0.8192419825072886
40,0.9952380952380953,0.9183673469387756,0.9523809523809524,0.8790087463556852,0.9761904761904762,0.9096209912536444,0.9761904761904762,0.932944606413994,0.8809523809523809,0.8440233236151603
41,0.9952380952380953,0.9373177842565598,0.9571428571428572,0.8046647230320699,0.9666666666666668,0.9037900874635568,0.961904761904762,0.932944606413994,0.8714285714285714,0.8134110787172012
42,0.9904761904761904,0.9285714285714286,0.9571428571428572,0.9198250728862972,0.9523809523809524,0.9081632653061223,0.961904761904762,0.9212827988338192,0.8380952380952381,0.8236151603498543
43,0.9952380952380953,0.9271137026239068,0.9666666666666668,0.8615160349854227,0.9714285714285714,0.9183673469387756,0.9523809523809524,0.91399416909621,0.8714285714285714,0.8090379008746356
44,0.9952380952380953,0.9271137026239068,0.9523809523809524,0.9037900874635568,0.9809523809523808,0.9446064139941692,0.961904761904762,0.9052478134110788,0.8714285714285714,0.8454810495626822
45,0.9952380952380953,0.934402332361516,0.9428571428571428,0.8746355685131195,0.9857142857142858,0.9416909620991254,0.9714285714285714,0.9198250728862972,0.8761904761904762,0.826530612244898
46,1.0,0.9373177842565598,0.9571428571428572,0.8615160349854227,0.9857142857142858,0.9212827988338192,0.9809523809523808,0.934402332361516,0.8761904761904762,0.8440233236151603
47,1.0,0.8994169096209913,0.9809523809523808,0.8440233236151603,0.9952380952380953,0.922740524781341,0.9904761904761904,0.9096209912536444,0.8238095238095238,0.8469387755102041
48,0.9761904761904762,0.9300291545189504,0.9714285714285714,0.8950437317784257,0.9571428571428572,0.9154518950437318,0.9714285714285714,0.9169096209912536,0.8523809523809524,0.8338192419825073
49,1.0,0.934402332361516,0.9714285714285714,0.8236151603498543,0.9666666666666668,0.9096209912536444,0.9857142857142858,0.9300291545189504,0.8714285714285714,0.8352769679300291
50,1.0,0.9358600583090378,0.9714285714285714,0.8746355685131195,0.9523809523809524,0.8760932944606414,0.9857142857142858,0.9373177842565598,0.8714285714285714,0.8323615160349854
51,1.0,0.932944606413994,0.9476190476190476,0.9169096209912536,0.9809523809523808,0.934402332361516,0.9857142857142858,0.9271137026239068,0.9,0.8119533527696793
52,0.9952380952380953,0.9504373177842566,0.9809523809523808,0.9198250728862972,0.961904761904762,0.9475218658892128,0.9571428571428572,0.9067055393586004,0.8571428571428571,0.8323615160349854
53,0.9952380952380953,0.9489795918367347,0.9809523809523808,0.902332361516035,0.9857142857142858,0.9387755102040816,0.9761904761904762,0.8892128279883382,0.8761904761904762,0.8498542274052479
54,0.9952380952380953,0.9489795918367347,0.9857142857142858,0.8877551020408163,0.9952380952380953,0.9256559766763848,0.9904761904761904,0.9358600583090378,0.8714285714285714,0.8323615160349854
55,1.0,0.9489795918367347,0.9666666666666668,0.9110787172011662,0.9714285714285714,0.9096209912536444,0.9904761904761904,0.9300291545189504,0.8952380952380953,0.8338192419825073
56,1.0,0.9489795918367347,0.9571428571428572,0.9271137026239068,0.938095238095238,0.8994169096209913,0.9857142857142858,0.9300291545189504,0.8904761904761904,0.8498542274052479
57,0.9952380952380953,0.9198250728862972,0.9476190476190476,0.8527696793002916,0.9761904761904762,0.9037900874635568,0.9857142857142858,0.9154518950437318,0.8904761904761904,0.8498542274052479
58,1.0,0.9285714285714286,0.9666666666666668,0.8717201166180758,0.9714285714285714,0.9052478134110788,0.9857142857142858,0.9096209912536444,0.9142857142857144,0.8658892128279884
59,1.0,0.9256559766763848,0.9809523809523808,0.9052478134110788,0.9857142857142858,0.8994169096209913,0.9952380952380953,0.8775510204081632,0.9095238095238096,0.8629737609329446
60,1.0,0.9489795918367347,0.9857142857142858,0.9052478134110788,0.9666666666666668,0.91399416909621,0.9857142857142858,0.9402332361516036,0.9142857142857144,0.6545189504373178
61,1.0,0.9169096209912536,0.9809523809523808,0.9212827988338192,0.961904761904762,0.8950437317784257,0.9904761904761904,0.9489795918367347,0.8,0.8425655976676385
62,1.0,0.9081632653061223,0.9809523809523808,0.9489795918367347,0.9857142857142858,0.9037900874635568,0.9952380952380953,0.9504373177842566,0.8857142857142857,0.8367346938775511
63,1.0,0.9387755102040816,0.9809523809523808,0.9446064139941692,0.9857142857142858,0.9169096209912536,1.0,0.9387755102040816,0.8904761904761904,0.8032069970845481
64,0.9952380952380953,0.9446064139941692,0.9952380952380953,0.8819241982507289,0.9809523809523808,0.9373177842565598,0.9809523809523808,0.9533527696793004,0.8904761904761904,0.8396501457725948
65,0.9952380952380953,0.9431486880466472,0.9761904761904762,0.8819241982507289,0.9952380952380953,0.9431486880466472,0.9952380952380953,0.9373177842565598,0.9,0.826530612244898
66,1.0,0.9081632653061223,0.9952380952380953,0.8760932944606414,0.9571428571428572,0.934402332361516,0.9857142857142858,0.9387755102040816,0.9095238095238096,0.8498542274052479
67,1.0,0.9183673469387756,0.9857142857142858,0.8994169096209913,0.9809523809523808,0.9154518950437318,0.9809523809523808,0.9300291545189504,0.8904761904761904,0.8323615160349854
68,1.0,0.9402332361516036,0.9904761904761904,0.9110787172011662,0.9857142857142858,0.9314868804664724,0.9952380952380953,0.9416909620991254,0.8952380952380953,0.858600583090379
69,1.0,0.9533527696793004,0.9857142857142858,0.9358600583090378,0.9714285714285714,0.9402332361516036,0.9952380952380953,0.9402332361516036,0.8904761904761904,0.8250728862973761
70,1.0,0.9518950437317784,0.9952380952380953,0.9110787172011662,0.9904761904761904,0.9256559766763848,0.9809523809523808,0.9504373177842566,0.9142857142857144,0.8571428571428571
71,1.0,0.9446064139941692,0.9904761904761904,0.9154518950437318,0.9714285714285714,0.9314868804664724,0.9761904761904762,0.932944606413994,0.8904761904761904,0.8411078717201166
72,0.9952380952380953,0.9314868804664724,0.9761904761904762,0.9300291545189504,0.9761904761904762,0.9256559766763848,0.9904761904761904,0.9271137026239068,0.9095238095238096,0.8542274052478134
73,0.9952380952380953,0.9373177842565598,0.9714285714285714,0.8877551020408163,0.9952380952380953,0.9198250728862972,0.9857142857142858,0.9110787172011662,0.9095238095238096,0.8688046647230321
74,1.0,0.91399416909621,0.9809523809523808,0.892128279883382,0.9904761904761904,0.91399416909621,0.9904761904761904,0.9212827988338192,0.9095238095238096,0.8892128279883382
75,0.9952380952380953,0.9591836734693876,0.9761904761904762,0.9518950437317784,0.9904761904761904,0.922740524781341,0.9857142857142858,0.9416909620991254,0.8809523809523809,0.8615160349854227
76,1.0,0.9504373177842566,0.9857142857142858,0.9416909620991254,0.9857142857142858,0.9271137026239068,0.9857142857142858,0.9460641399416908,0.8809523809523809,0.8338192419825073
77,1.0,0.9446064139941692,0.9857142857142858,0.922740524781341,0.9809523809523808,0.8892128279883382,0.961904761904762,0.932944606413994,0.9142857142857144,0.8527696793002916
78,1.0,0.9402332361516036,0.9857142857142858,0.9212827988338192,0.9904761904761904,0.9037900874635568,0.9952380952380953,0.8673469387755102,0.919047619047619,0.8658892128279884
79,1.0,0.9416909620991254,0.9714285714285714,0.9431486880466472,0.9952380952380953,0.932944606413994,0.9904761904761904,0.8965014577259475,0.9333333333333332,0.8717201166180758
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