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
1,0.746031746031746,0.6603498542274052,0.365079365079365,0.0306122448979591,0.492063492063492,0.7317784256559767,0.1269841269841269,0.0160349854227405,0.0,0.0
2,0.7857142857142857,0.7653061224489796,0.7857142857142857,0.0014577259475218,0.8492063492063492,0.3002915451895043,0.8015873015873016,0.5291545189504373,0.4285714285714285,0.2988338192419825
3,0.8650793650793651,0.8017492711370262,0.8571428571428571,0.107871720116618,0.8650793650793651,0.2040816326530612,0.8650793650793651,0.2696793002915452,0.6349206349206349,0.7580174927113703
4,0.9047619047619048,0.8250728862973761,0.8492063492063492,0.2536443148688047,0.8412698412698413,0.7099125364431487,0.873015873015873,0.5845481049562682,0.7380952380952381,0.7959183673469388
5,0.9206349206349206,0.8440233236151603,0.8650793650793651,0.3002915451895043,0.873015873015873,0.7055393586005831,0.9126984126984128,0.5889212827988338,0.8015873015873016,0.7740524781341108
6,0.9444444444444444,0.8556851311953353,0.873015873015873,0.3381924198250728,0.9047619047619048,0.7026239067055393,0.9682539682539684,0.597667638483965,0.8333333333333334,0.7478134110787172
7,0.9285714285714286,0.8717201166180758,0.8650793650793651,0.4737609329446064,0.8809523809523809,0.7099125364431487,0.8968253968253969,0.6399416909620991,0.8412698412698413,0.793002915451895
8,0.9682539682539684,0.8790087463556852,0.8968253968253969,0.6370262390670554,0.8888888888888888,0.7842565597667639,0.9761904761904762,0.6705539358600583,0.8253968253968254,0.7740524781341108
9,0.984126984126984,0.880466472303207,0.9285714285714286,0.8294460641399417,0.9444444444444444,0.8381924198250729,0.9761904761904762,0.7623906705539358,0.8174603174603174,0.7944606413994169
10,0.9523809523809524,0.8848396501457726,0.9365079365079364,0.8498542274052479,0.9047619047619048,0.8294460641399417,0.9761904761904762,0.8469387755102041,0.7936507936507936,0.7157434402332361
11,0.9761904761904762,0.892128279883382,0.9682539682539684,0.8542274052478134,0.9365079365079364,0.8615160349854227,0.9761904761904762,0.8483965014577259,0.7857142857142857,0.7842565597667639
12,1.0,0.8979591836734694,0.9047619047619048,0.826530612244898,0.9047619047619048,0.8542274052478134,0.9365079365079364,0.8571428571428571,0.8253968253968254,0.793002915451895
13,0.992063492063492,0.8965014577259475,0.9603174603174603,0.8309037900874635,0.9603174603174603,0.8498542274052479,0.9682539682539684,0.8760932944606414,0.8492063492063492,0.7725947521865889
14,0.992063492063492,0.8979591836734694,0.9126984126984128,0.8309037900874635,0.9682539682539684,0.8775510204081632,0.9761904761904762,0.892128279883382,0.8333333333333334,0.7725947521865889
15,0.984126984126984,0.8746355685131195,0.9365079365079364,0.8542274052478134,0.9603174603174603,0.8483965014577259,0.984126984126984,0.858600583090379,0.8809523809523809,0.7769679300291545
16,0.984126984126984,0.8950437317784257,0.9285714285714286,0.8644314868804664,0.9444444444444444,0.8425655976676385,0.984126984126984,0.8338192419825073,0.8412698412698413,0.7798833819241983
17,1.0,0.8819241982507289,0.9761904761904762,0.8527696793002916,0.9206349206349206,0.8644314868804664,1.0,0.8775510204081632,0.8412698412698413,0.7973760932944607
18,0.992063492063492,0.8950437317784257,0.9365079365079364,0.8046647230320699,0.9761904761904762,0.8862973760932945,0.984126984126984,0.8688046647230321,0.8888888888888888,0.7988338192419825
19,1.0,0.9212827988338192,0.9682539682539684,0.8104956268221575,0.9682539682539684,0.8411078717201166,0.984126984126984,0.8862973760932945,0.8095238095238095,0.7900874635568513
20,1.0,0.892128279883382,0.9523809523809524,0.8629737609329446,0.984126984126984,0.8309037900874635,0.9682539682539684,0.8629737609329446,0.8571428571428571,0.7973760932944607
21,1.0,0.922740524781341,0.9365079365079364,0.8688046647230321,0.9761904761904762,0.8615160349854227,0.984126984126984,0.8760932944606414,0.8412698412698413,0.7755102040816326
22,0.992063492063492,0.8848396501457726,0.984126984126984,0.8134110787172012,1.0,0.8615160349854227,0.9603174603174603,0.8833819241982507,0.8253968253968254,0.7915451895043731
23,1.0,0.8950437317784257,0.9523809523809524,0.8367346938775511,0.9761904761904762,0.8600583090379009,0.984126984126984,0.8848396501457726,0.873015873015873,0.7813411078717201
24,1.0,0.91399416909621,0.9523809523809524,0.8352769679300291,0.984126984126984,0.8571428571428571,0.9682539682539684,0.8965014577259475,0.8492063492063492,0.7959183673469388
25,1.0,0.8979591836734694,0.9365079365079364,0.8454810495626822,0.9682539682539684,0.8104956268221575,0.9365079365079364,0.8950437317784257,0.8650793650793651,0.7973760932944607
26,1.0,0.91399416909621,0.9603174603174603,0.8688046647230321,0.9682539682539684,0.814868804664723,0.984126984126984,0.8877551020408163,0.8571428571428571,0.8002915451895044
27,0.984126984126984,0.912536443148688,0.9761904761904762,0.8760932944606414,0.984126984126984,0.8615160349854227,0.9682539682539684,0.8994169096209913,0.8809523809523809,0.8177842565597667
28,1.0,0.8790087463556852,0.984126984126984,0.8673469387755102,0.984126984126984,0.8498542274052479,0.9603174603174603,0.8819241982507289,0.8571428571428571,0.7959183673469388
29,1.0,0.8848396501457726,0.9761904761904762,0.8644314868804664,0.9682539682539684,0.8556851311953353,0.992063492063492,0.8877551020408163,0.8809523809523809,0.8017492711370262
30,1.0,0.8950437317784257,0.9603174603174603,0.8848396501457726,0.9761904761904762,0.8629737609329446,0.992063492063492,0.9008746355685132,0.8968253968253969,0.8061224489795918
31,1.0,0.9183673469387756,0.9682539682539684,0.8775510204081632,0.9761904761904762,0.8556851311953353,1.0,0.9067055393586004,0.8015873015873016,0.7725947521865889
32,1.0,0.8892128279883382,1.0,0.8702623906705539,0.9603174603174603,0.8746355685131195,1.0,0.9052478134110788,0.7857142857142857,0.7551020408163265
33,1.0,0.8892128279883382,0.9603174603174603,0.880466472303207,0.9761904761904762,0.8279883381924198,0.992063492063492,0.9037900874635568,0.8253968253968254,0.7798833819241983
34,1.0,0.9110787172011662,0.992063492063492,0.8309037900874635,0.984126984126984,0.8425655976676385,1.0,0.9037900874635568,0.8571428571428571,0.7784256559766763
35,1.0,0.9183673469387756,0.984126984126984,0.8673469387755102,0.992063492063492,0.8833819241982507,1.0,0.912536443148688,0.8412698412698413,0.7580174927113703
36,1.0,0.9096209912536444,0.9523809523809524,0.8833819241982507,0.9682539682539684,0.8688046647230321,1.0,0.912536443148688,0.8888888888888888,0.793002915451895
37,1.0,0.9052478134110788,0.992063492063492,0.8775510204081632,0.992063492063492,0.8688046647230321,0.992063492063492,0.912536443148688,0.8650793650793651,0.7915451895043731
38,1.0,0.9212827988338192,0.9603174603174603,0.8717201166180758,1.0,0.880466472303207,0.984126984126984,0.91399416909621,0.8095238095238095,0.7988338192419825
39,1.0,0.9154518950437318,0.9682539682539684,0.8760932944606414,0.984126984126984,0.8688046647230321,1.0,0.91399416909621,0.8412698412698413,0.7915451895043731
40,1.0,0.91399416909621,0.992063492063492,0.880466472303207,0.9761904761904762,0.8819241982507289,0.992063492063492,0.9110787172011662,0.8492063492063492,0.7900874635568513
41,1.0,0.91399416909621,0.9761904761904762,0.8790087463556852,0.9761904761904762,0.8644314868804664,1.0,0.8848396501457726,0.8571428571428571,0.7944606413994169
42,1.0,0.902332361516035,0.984126984126984,0.8644314868804664,0.992063492063492,0.892128279883382,1.0,0.8833819241982507,0.873015873015873,0.7798833819241983
43,1.0,0.8994169096209913,0.992063492063492,0.8381924198250729,0.992063492063492,0.8833819241982507,0.984126984126984,0.8775510204081632,0.8809523809523809,0.793002915451895
44,0.992063492063492,0.9212827988338192,0.9682539682539684,0.826530612244898,0.984126984126984,0.8571428571428571,0.984126984126984,0.8469387755102041,0.8968253968253969,0.7871720116618076
45,0.992063492063492,0.9052478134110788,0.984126984126984,0.858600583090379,0.984126984126984,0.8600583090379009,0.9682539682539684,0.8790087463556852,0.873015873015873,0.7973760932944607
46,1.0,0.8892128279883382,0.984126984126984,0.8746355685131195,0.9523809523809524,0.8440233236151603,0.992063492063492,0.8877551020408163,0.873015873015873,0.8046647230320699
47,0.992063492063492,0.89067055393586,0.992063492063492,0.8688046647230321,0.9603174603174603,0.8338192419825073,0.984126984126984,0.8702623906705539,0.8968253968253969,0.8002915451895044
48,0.992063492063492,0.892128279883382,0.9761904761904762,0.8615160349854227,0.984126984126984,0.8644314868804664,0.992063492063492,0.8717201166180758,0.873015873015873,0.793002915451895
49,1.0,0.89067055393586,0.9285714285714286,0.8571428571428571,0.992063492063492,0.858600583090379,1.0,0.89067055393586,0.8968253968253969,0.793002915451895
50,1.0,0.8965014577259475,0.984126984126984,0.8381924198250729,0.9761904761904762,0.8760932944606414,0.992063492063492,0.8994169096209913,0.8888888888888888,0.7448979591836735
51,1.0,0.9154518950437318,0.9444444444444444,0.8542274052478134,0.9761904761904762,0.8877551020408163,0.992063492063492,0.9052478134110788,0.8492063492063492,0.7842565597667639
52,1.0,0.922740524781341,0.9285714285714286,0.8731778425655977,0.992063492063492,0.8848396501457726,0.992063492063492,0.9037900874635568,0.9047619047619048,0.7959183673469388
53,1.0,0.922740524781341,0.9682539682539684,0.8658892128279884,0.9761904761904762,0.8775510204081632,1.0,0.9052478134110788,0.8968253968253969,0.7988338192419825
54,1.0,0.9212827988338192,0.9761904761904762,0.8760932944606414,0.9682539682539684,0.8090379008746356,0.992063492063492,0.902332361516035,0.8888888888888888,0.8017492711370262
55,1.0,0.9285714285714286,0.992063492063492,0.8702623906705539,0.984126984126984,0.7988338192419825,0.992063492063492,0.9008746355685132,0.8492063492063492,0.8046647230320699
56,1.0,0.9300291545189504,0.984126984126984,0.8760932944606414,0.9761904761904762,0.8862973760932945,1.0,0.9052478134110788,0.873015873015873,0.8075801749271136
57,1.0,0.932944606413994,0.984126984126984,0.8862973760932945,0.984126984126984,0.8790087463556852,1.0,0.9096209912536444,0.9047619047619048,0.793002915451895
58,1.0,0.9314868804664724,0.984126984126984,0.8892128279883382,0.9603174603174603,0.8775510204081632,0.9761904761904762,0.924198250728863,0.8650793650793651,0.8177842565597667
59,1.0,0.9285714285714286,0.984126984126984,0.8877551020408163,0.992063492063492,0.8833819241982507,0.992063492063492,0.9037900874635568,0.9047619047619048,0.8134110787172012
60,1.0,0.9271137026239068,0.9444444444444444,0.8731778425655977,0.9603174603174603,0.8950437317784257,0.9603174603174603,0.8965014577259475,0.9126984126984128,0.8279883381924198
61,1.0,0.9271137026239068,1.0,0.8819241982507289,0.984126984126984,0.8935860058309038,0.992063492063492,0.8848396501457726,0.9285714285714286,0.8221574344023324
62,1.0,0.922740524781341,0.9761904761904762,0.8775510204081632,1.0,0.8877551020408163,0.9761904761904762,0.8877551020408163,0.9126984126984128,0.7871720116618076
63,1.0,0.924198250728863,0.984126984126984,0.858600583090379,0.9761904761904762,0.8877551020408163,0.992063492063492,0.9052478134110788,0.8571428571428571,0.7740524781341108
64,1.0,0.9285714285714286,0.984126984126984,0.8556851311953353,1.0,0.880466472303207,0.992063492063492,0.8862973760932945,0.8968253968253969,0.814868804664723
65,1.0,0.912536443148688,0.9682539682539684,0.8629737609329446,0.984126984126984,0.8746355685131195,1.0,0.8994169096209913,0.8888888888888888,0.782798833819242
66,1.0,0.9008746355685132,0.9523809523809524,0.8717201166180758,1.0,0.8746355685131195,0.992063492063492,0.8979591836734694,0.9047619047619048,0.8075801749271136
67,1.0,0.9198250728862972,0.9761904761904762,0.8862973760932945,1.0,0.8819241982507289,1.0,0.9081632653061223,0.9206349206349206,0.8134110787172012
68,0.992063492063492,0.9212827988338192,0.9682539682539684,0.8862973760932945,1.0,0.892128279883382,0.984126984126984,0.9008746355685132,0.8809523809523809,0.826530612244898
69,1.0,0.9067055393586004,1.0,0.8848396501457726,0.992063492063492,0.8848396501457726,0.984126984126984,0.8935860058309038,0.9523809523809524,0.826530612244898
70,0.992063492063492,0.9183673469387756,0.9682539682539684,0.880466472303207,0.984126984126984,0.880466472303207,0.992063492063492,0.8994169096209913,0.8888888888888888,0.7784256559766763
71,1.0,0.8775510204081632,0.984126984126984,0.880466472303207,0.992063492063492,0.8819241982507289,1.0,0.9008746355685132,0.8809523809523809,0.7696793002915452
72,0.992063492063492,0.8862973760932945,1.0,0.8950437317784257,0.984126984126984,0.8600583090379009,0.992063492063492,0.9110787172011662,0.9126984126984128,0.8221574344023324
73,0.992063492063492,0.902332361516035,0.992063492063492,0.892128279883382,0.992063492063492,0.8775510204081632,0.992063492063492,0.8571428571428571,0.8809523809523809,0.8061224489795918
74,1.0,0.9081632653061223,1.0,0.89067055393586,0.984126984126984,0.8629737609329446,0.992063492063492,0.8177842565597667,0.9285714285714286,0.8469387755102041
75,1.0,0.9081632653061223,1.0,0.8877551020408163,1.0,0.8717201166180758,0.992063492063492,0.8571428571428571,0.9444444444444444,0.8323615160349854
76,1.0,0.9037900874635568,1.0,0.8790087463556852,0.992063492063492,0.880466472303207,1.0,0.8571428571428571,0.9206349206349206,0.8396501457725948
77,1.0,0.902332361516035,1.0,0.8833819241982507,1.0,0.8862973760932945,1.0,0.8717201166180758,0.9603174603174603,0.814868804664723
78,1.0,0.9154518950437318,1.0,0.8877551020408163,0.984126984126984,0.89067055393586,1.0,0.8877551020408163,0.9126984126984128,0.8396501457725948
79,0.984126984126984,0.902332361516035,0.992063492063492,0.8935860058309038,0.992063492063492,0.89067055393586,1.0,0.8935860058309038,0.9285714285714286,0.8425655976676385
80,0.992063492063492,0.9154518950437318,0.992063492063492,0.892128279883382,1.0,0.8950437317784257,1.0,0.8994169096209913,0.9603174603174603,0.8236151603498543
81,1.0,0.8279883381924198,0.992063492063492,0.8979591836734694,0.992063492063492,0.89067055393586,1.0,0.9008746355685132,0.9126984126984128,0.8352769679300291
82,0.992063492063492,0.8877551020408163,0.9682539682539684,0.8935860058309038,0.984126984126984,0.8702623906705539,1.0,0.8994169096209913,0.9126984126984128,0.7842565597667639
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