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
1,0.6868131868131868,0.7419825072886297,0.4010989010989011,0.2463556851311953,0.5164835164835165,0.2988338192419825,0.3021978021978022,0.0,0.0659340659340659,0.7011661807580175
2,0.8241758241758241,0.8236151603498543,0.8406593406593407,0.0379008746355685,0.7967032967032966,0.4416909620991253,0.8076923076923077,0.2201166180758017,0.5659340659340659,0.2988338192419825
3,0.8516483516483516,0.8104956268221575,0.8351648351648352,0.3571428571428571,0.8241758241758241,0.7813411078717201,0.8131868131868132,0.5510204081632653,0.5824175824175825,0.7011661807580175
4,0.8791208791208791,0.8571428571428571,0.8406593406593407,0.7376093294460642,0.8461538461538461,0.641399416909621,0.8956043956043956,0.7769679300291545,0.6923076923076923,0.2988338192419825
5,0.8956043956043956,0.8600583090379009,0.8736263736263736,0.826530612244898,0.9065934065934066,0.8236151603498543,0.8901098901098901,0.8352769679300291,0.5384615384615384,0.7011661807580175
6,0.9175824175824177,0.8644314868804664,0.8956043956043956,0.8309037900874635,0.9285714285714286,0.8615160349854227,0.9010989010989012,0.8323615160349854,0.7582417582417582,0.7405247813411079
7,0.9505494505494504,0.8746355685131195,0.8791208791208791,0.8527696793002916,0.9285714285714286,0.8440233236151603,0.934065934065934,0.8702623906705539,0.8131868131868132,0.5830903790087464
8,0.967032967032967,0.8615160349854227,0.9065934065934066,0.7959183673469388,0.8791208791208791,0.8454810495626822,0.9065934065934066,0.8483965014577259,0.7252747252747253,0.7113702623906706
9,0.978021978021978,0.8775510204081632,0.9175824175824177,0.8192419825072886,0.9395604395604396,0.8571428571428571,0.9230769230769232,0.814868804664723,0.6153846153846154,0.7915451895043731
10,0.989010989010989,0.8819241982507289,0.9175824175824177,0.7011661807580175,0.945054945054945,0.880466472303207,0.967032967032967,0.8177842565597667,0.8131868131868132,0.7653061224489796
11,1.0,0.892128279883382,0.912087912087912,0.8527696793002916,0.956043956043956,0.8819241982507289,0.945054945054945,0.8673469387755102,0.8681318681318682,0.7638483965014577
12,1.0,0.8965014577259475,0.945054945054945,0.858600583090379,0.934065934065934,0.8600583090379009,0.9175824175824177,0.8454810495626822,0.8406593406593407,0.782798833819242
13,1.0,0.9052478134110788,0.934065934065934,0.8134110787172012,0.9285714285714286,0.89067055393586,0.9230769230769232,0.8556851311953353,0.8406593406593407,0.7755102040816326
14,0.989010989010989,0.8833819241982507,0.9285714285714286,0.8790087463556852,0.945054945054945,0.8994169096209913,0.8956043956043956,0.7988338192419825,0.8131868131868132,0.7857142857142857
15,0.989010989010989,0.9052478134110788,0.8956043956043956,0.8440233236151603,0.9505494505494504,0.880466472303207,0.989010989010989,0.8381924198250729,0.8296703296703297,0.7784256559766763
16,1.0,0.9110787172011662,0.945054945054945,0.8425655976676385,0.9615384615384616,0.8527696793002916,0.978021978021978,0.8206997084548106,0.8571428571428571,0.8061224489795918
17,0.989010989010989,0.8994169096209913,0.945054945054945,0.8644314868804664,0.978021978021978,0.8760932944606414,0.9615384615384616,0.880466472303207,0.8516483516483516,0.7551020408163265
18,0.989010989010989,0.912536443148688,0.9285714285714286,0.8673469387755102,0.9835164835164836,0.8935860058309038,0.9505494505494504,0.8775510204081632,0.8351648351648352,0.793002915451895
19,0.989010989010989,0.9183673469387756,0.956043956043956,0.8760932944606414,0.9835164835164836,0.89067055393586,0.9505494505494504,0.8542274052478134,0.8296703296703297,0.7711370262390671
20,0.9945054945054944,0.9037900874635568,0.9835164835164836,0.8848396501457726,0.967032967032967,0.8877551020408163,0.9725274725274724,0.8673469387755102,0.7912087912087912,0.8090379008746356
21,1.0,0.8950437317784257,0.945054945054945,0.8702623906705539,0.967032967032967,0.8848396501457726,0.9505494505494504,0.8833819241982507,0.8626373626373627,0.793002915451895
22,0.9945054945054944,0.8877551020408163,0.956043956043956,0.8615160349854227,0.9725274725274724,0.8965014577259475,0.9835164835164836,0.880466472303207,0.8571428571428571,0.8032069970845481
23,1.0,0.902332361516035,0.945054945054945,0.8892128279883382,0.9505494505494504,0.8994169096209913,0.934065934065934,0.9067055393586004,0.8626373626373627,0.8075801749271136
24,0.989010989010989,0.9037900874635568,0.9010989010989012,0.8950437317784257,0.967032967032967,0.9096209912536444,0.9835164835164836,0.8862973760932945,0.8626373626373627,0.8075801749271136
25,0.989010989010989,0.924198250728863,0.9395604395604396,0.8731778425655977,0.978021978021978,0.9067055393586004,0.967032967032967,0.8629737609329446,0.8791208791208791,0.7871720116618076
26,0.9945054945054944,0.9212827988338192,0.945054945054945,0.8673469387755102,0.9835164835164836,0.9081632653061223,0.956043956043956,0.8994169096209913,0.8846153846153846,0.8046647230320699
27,1.0,0.8994169096209913,0.967032967032967,0.880466472303207,0.989010989010989,0.9096209912536444,0.989010989010989,0.9096209912536444,0.8846153846153846,0.8134110787172012
28,1.0,0.8965014577259475,0.9395604395604396,0.8760932944606414,0.9615384615384616,0.9110787172011662,0.9505494505494504,0.8892128279883382,0.8791208791208791,0.8046647230320699
29,1.0,0.9052478134110788,0.945054945054945,0.8658892128279884,0.9505494505494504,0.7157434402332361,0.9945054945054944,0.8848396501457726,0.8571428571428571,0.8090379008746356
30,1.0,0.9052478134110788,0.967032967032967,0.8688046647230321,0.934065934065934,0.7959183673469388,0.9725274725274724,0.892128279883382,0.9065934065934066,0.8002915451895044
31,1.0,0.9067055393586004,0.9725274725274724,0.89067055393586,0.9615384615384616,0.8688046647230321,0.956043956043956,0.8673469387755102,0.8736263736263736,0.8119533527696793
32,0.9945054945054944,0.91399416909621,0.9725274725274724,0.89067055393586,0.978021978021978,0.8527696793002916,0.967032967032967,0.8206997084548106,0.8846153846153846,0.7944606413994169
33,0.9945054945054944,0.9008746355685132,0.9505494505494504,0.8935860058309038,0.9615384615384616,0.8717201166180758,0.9615384615384616,0.8702623906705539,0.9010989010989012,0.8192419825072886
34,0.989010989010989,0.9037900874635568,0.956043956043956,0.8717201166180758,0.9395604395604396,0.91399416909621,0.9615384615384616,0.8236151603498543,0.9010989010989012,0.814868804664723
35,1.0,0.9154518950437318,0.956043956043956,0.8862973760932945,0.967032967032967,0.8513119533527697,0.9395604395604396,0.8658892128279884,0.9010989010989012,0.826530612244898
36,0.9945054945054944,0.9183673469387756,0.956043956043956,0.9067055393586004,0.978021978021978,0.912536443148688,0.956043956043956,0.8556851311953353,0.912087912087912,0.8032069970845481
37,0.9945054945054944,0.922740524781341,0.978021978021978,0.8994169096209913,0.967032967032967,0.880466472303207,0.989010989010989,0.8658892128279884,0.8901098901098901,0.7784256559766763
38,1.0,0.9198250728862972,0.9505494505494504,0.8746355685131195,0.9505494505494504,0.8950437317784257,0.9835164835164836,0.8848396501457726,0.8461538461538461,0.8294460641399417
39,0.9945054945054944,0.8979591836734694,0.9395604395604396,0.8688046647230321,0.9725274725274724,0.8717201166180758,0.9505494505494504,0.8950437317784257,0.8791208791208791,0.8352769679300291
40,0.9945054945054944,0.912536443148688,0.945054945054945,0.880466472303207,0.956043956043956,0.8862973760932945,0.989010989010989,0.8833819241982507,0.8791208791208791,0.7988338192419825
41,1.0,0.9212827988338192,0.9395604395604396,0.892128279883382,0.989010989010989,0.8760932944606414,0.956043956043956,0.8950437317784257,0.8791208791208791,0.8046647230320699
42,1.0,0.922740524781341,0.9615384615384616,0.8717201166180758,0.956043956043956,0.9081632653061223,0.9835164835164836,0.91399416909621,0.912087912087912,0.8236151603498543
43,0.9945054945054944,0.9285714285714286,0.978021978021978,0.8935860058309038,0.978021978021978,0.89067055393586,0.978021978021978,0.892128279883382,0.912087912087912,0.7944606413994169
44,1.0,0.892128279883382,0.978021978021978,0.8862973760932945,0.989010989010989,0.8833819241982507,0.9835164835164836,0.8950437317784257,0.8791208791208791,0.8119533527696793
45,1.0,0.9067055393586004,0.9945054945054944,0.8994169096209913,0.978021978021978,0.892128279883382,0.945054945054945,0.8702623906705539,0.9010989010989012,0.7638483965014577
46,0.989010989010989,0.9300291545189504,0.956043956043956,0.8731778425655977,0.978021978021978,0.9285714285714286,0.989010989010989,0.826530612244898,0.8846153846153846,0.8250728862973761
47,1.0,0.8950437317784257,0.967032967032967,0.8673469387755102,0.9835164835164836,0.8877551020408163,0.9175824175824177,0.8513119533527697,0.9285714285714286,0.8236151603498543
48,1.0,0.922740524781341,0.956043956043956,0.8979591836734694,0.978021978021978,0.9154518950437318,0.9725274725274724,0.8819241982507289,0.9065934065934066,0.8163265306122449
49,1.0,0.9198250728862972,0.9835164835164836,0.892128279883382,0.989010989010989,0.9008746355685132,0.978021978021978,0.9008746355685132,0.9065934065934066,0.8250728862973761
50,1.0,0.9037900874635568,0.9615384615384616,0.8790087463556852,0.989010989010989,0.8994169096209913,0.989010989010989,0.8760932944606414,0.9010989010989012,0.8352769679300291
51,1.0,0.9198250728862972,0.978021978021978,0.8892128279883382,0.978021978021978,0.8950437317784257,0.9945054945054944,0.8760932944606414,0.9065934065934066,0.8352769679300291
52,1.0,0.9212827988338192,0.989010989010989,0.9067055393586004,0.9835164835164836,0.9110787172011662,0.989010989010989,0.8877551020408163,0.9010989010989012,0.8425655976676385
53,1.0,0.8994169096209913,0.9945054945054944,0.880466472303207,0.9945054945054944,0.902332361516035,0.978021978021978,0.8965014577259475,0.9010989010989012,0.7638483965014577
54,0.989010989010989,0.8629737609329446,0.989010989010989,0.9110787172011662,0.956043956043956,0.8760932944606414,0.989010989010989,0.9110787172011662,0.8736263736263736,0.8090379008746356
55,0.989010989010989,0.9052478134110788,0.967032967032967,0.9110787172011662,0.9725274725274724,0.8994169096209913,0.9725274725274724,0.912536443148688,0.9065934065934066,0.8163265306122449
56,1.0,0.912536443148688,0.9945054945054944,0.8688046647230321,0.9945054945054944,0.9052478134110788,0.9945054945054944,0.8775510204081632,0.934065934065934,0.8192419825072886
57,1.0,0.9037900874635568,0.978021978021978,0.8644314868804664,0.9835164835164836,0.9052478134110788,0.9725274725274724,0.912536443148688,0.9065934065934066,0.8323615160349854
58,0.9945054945054944,0.8979591836734694,0.9725274725274724,0.8571428571428571,0.989010989010989,0.9300291545189504,0.9835164835164836,0.8819241982507289,0.9010989010989012,0.814868804664723
59,1.0,0.9154518950437318,0.9395604395604396,0.8862973760932945,0.978021978021978,0.9052478134110788,1.0,0.8965014577259475,0.9395604395604396,0.8279883381924198
60,1.0,0.89067055393586,0.9615384615384616,0.793002915451895,0.9835164835164836,0.9198250728862972,0.9615384615384616,0.8221574344023324,0.9230769230769232,0.8425655976676385
61,0.9945054945054944,0.924198250728863,0.956043956043956,0.8498542274052479,0.9945054945054944,0.892128279883382,0.945054945054945,0.7361516034985423,0.9230769230769232,0.8134110787172012
62,1.0,0.924198250728863,0.967032967032967,0.880466472303207,0.9835164835164836,0.912536443148688,0.967032967032967,0.8454810495626822,0.9065934065934066,0.8061224489795918
63,1.0,0.9256559766763848,0.9725274725274724,0.8833819241982507,0.9725274725274724,0.9154518950437318,0.9725274725274724,0.782798833819242,0.8901098901098901,0.8163265306122449
64,1.0,0.9285714285714286,0.978021978021978,0.8935860058309038,0.989010989010989,0.912536443148688,0.978021978021978,0.8469387755102041,0.8791208791208791,0.8002915451895044
65,1.0,0.9256559766763848,0.989010989010989,0.8775510204081632,1.0,0.9183673469387756,0.967032967032967,0.8892128279883382,0.8846153846153846,0.8206997084548106
66,0.9945054945054944,0.8979591836734694,0.978021978021978,0.8790087463556852,0.989010989010989,0.9256559766763848,1.0,0.8892128279883382,0.912087912087912,0.8061224489795918
67,0.989010989010989,0.9154518950437318,0.989010989010989,0.8760932944606414,0.9835164835164836,0.9154518950437318,0.9615384615384616,0.91399416909621,0.9175824175824177,0.8236151603498543
68,0.9945054945054944,0.9285714285714286,0.989010989010989,0.902332361516035,0.9945054945054944,0.8862973760932945,1.0,0.9052478134110788,0.9230769230769232,0.8381924198250729
69,1.0,0.9198250728862972,0.9945054945054944,0.8979591836734694,0.9945054945054944,0.9081632653061223,0.956043956043956,0.9008746355685132,0.934065934065934,0.8309037900874635
70,0.9945054945054944,0.924198250728863,0.989010989010989,0.8965014577259475,1.0,0.9169096209912536,0.9945054945054944,0.902332361516035,0.9010989010989012,0.8440233236151603
71,0.9945054945054944,0.9052478134110788,0.9945054945054944,0.8979591836734694,0.9945054945054944,0.9096209912536444,0.989010989010989,0.9271137026239068,0.945054945054945,0.8279883381924198
72,0.9945054945054944,0.91399416909621,0.989010989010989,0.9154518950437318,1.0,0.9198250728862972,0.989010989010989,0.9212827988338192,0.934065934065934,0.8367346938775511
73,0.978021978021978,0.924198250728863,0.9945054945054944,0.9183673469387756,1.0,0.9212827988338192,0.978021978021978,0.9067055393586004,0.945054945054945,0.8323615160349854
74,1.0,0.8833819241982507,0.989010989010989,0.9096209912536444,0.9835164835164836,0.922740524781341,0.9835164835164836,0.9037900874635568,0.934065934065934,0.8367346938775511
75,0.989010989010989,0.9198250728862972,0.989010989010989,0.8833819241982507,1.0,0.9110787172011662,0.978021978021978,0.9183673469387756,0.934065934065934,0.8498542274052479
76,0.9945054945054944,0.9212827988338192,0.9835164835164836,0.8717201166180758,0.9945054945054944,0.9212827988338192,1.0,0.9183673469387756,0.934065934065934,0.8411078717201166
77,1.0,0.9256559766763848,0.989010989010989,0.892128279883382,1.0,0.9169096209912536,0.967032967032967,0.9198250728862972,0.9230769230769232,0.8381924198250729
78,0.9945054945054944,0.924198250728863,0.9835164835164836,0.880466472303207,1.0,0.9256559766763848,0.9835164835164836,0.9169096209912536,0.912087912087912,0.8294460641399417
79,1.0,0.9183673469387756,0.9835164835164836,0.892128279883382,0.9835164835164836,0.9198250728862972,1.0,0.9183673469387756,0.9395604395604396,0.8381924198250729
80,0.9945054945054944,0.9212827988338192,0.9835164835164836,0.858600583090379,1.0,0.9096209912536444,0.9945054945054944,0.8833819241982507,0.956043956043956,0.8411078717201166
81,0.9945054945054944,0.9256559766763848,0.9615384615384616,0.892128279883382,1.0,0.91399416909621,1.0,0.8731778425655977,0.9505494505494504,0.8483965014577259
82,1.0,0.9285714285714286,0.989010989010989,0.8746355685131195,1.0,0.9096209912536444,0.9945054945054944,0.8673469387755102,0.9505494505494504,0.8498542274052479
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175,1.0,0.9358600583090378,1.0,0.9081632653061223,1.0,0.922740524781341,1.0,0.9154518950437318,0.9725274725274724,0.8644314868804664
176,1.0,0.9358600583090378,0.989010989010989,0.9052478134110788,1.0,0.9212827988338192,1.0,0.922740524781341,0.9945054945054944,0.8644314868804664
177,1.0,0.9358600583090378,1.0,0.9052478134110788,1.0,0.922740524781341,1.0,0.922740524781341,0.9945054945054944,0.8644314868804664
178,1.0,0.9358600583090378,1.0,0.9052478134110788,1.0,0.9212827988338192,1.0,0.9169096209912536,0.989010989010989,0.8658892128279884
179,1.0,0.9358600583090378,1.0,0.9052478134110788,1.0,0.9198250728862972,1.0,0.9169096209912536,0.9835164835164836,0.8658892128279884
180,1.0,0.9358600583090378,1.0,0.9052478134110788,1.0,0.922740524781341,1.0,0.9154518950437318,1.0,0.8673469387755102