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
1,0.816931216931217,0.8840361445783133,0.7354497354497355,0.8810240963855421,0.7788359788359789,0.7605421686746988,0.6804232804232804,0.7786144578313253,0.5417989417989418,0.7379518072289156
2,0.925925925925926,0.947289156626506,0.8835978835978836,0.8840361445783133,0.852910052910053,0.8629518072289156,0.8888888888888888,0.911144578313253,0.7936507936507936,0.8704819277108434
3,0.946031746031746,0.8975903614457831,0.9142857142857144,0.8930722891566265,0.8878306878306879,0.8644578313253012,0.8835978835978836,0.8900602409638554,0.8328042328042328,0.8614457831325302
4,0.9566137566137566,0.960843373493976,0.8740740740740741,0.9051204819277108,0.9005291005291005,0.891566265060241,0.9026455026455028,0.8659638554216867,0.8539682539682539,0.8072289156626506
5,0.97989417989418,0.9231927710843374,0.9047619047619048,0.9292168674698796,0.8962962962962963,0.9292168674698796,0.9301587301587302,0.9352409638554215,0.8359788359788359,0.8870481927710844
6,0.97989417989418,0.941265060240964,0.9111111111111112,0.7394578313253012,0.925925925925926,0.8840361445783133,0.9216931216931216,0.8629518072289156,0.8687830687830688,0.8795180722891566
7,0.9788359788359788,0.9728915662650602,0.907936507936508,0.8298192771084337,0.928042328042328,0.9186746987951808,0.9227513227513228,0.9578313253012049,0.8486772486772487,0.8810240963855421
8,0.9883597883597884,0.9653614457831324,0.9216931216931216,0.9201807228915664,0.923809523809524,0.7951807228915663,0.946031746031746,0.8990963855421686,0.8656084656084656,0.8704819277108434
9,0.9809523809523808,0.941265060240964,0.928042328042328,0.8780120481927711,0.9164021164021164,0.8885542168674698,0.9502645502645504,0.9487951807228916,0.8656084656084656,0.8900602409638554
10,0.9862433862433864,0.9593373493975904,0.9470899470899472,0.9231927710843374,0.9333333333333332,0.7635542168674698,0.9481481481481482,0.9006024096385542,0.8751322751322751,0.8945783132530121
11,0.9862433862433864,0.9743975903614458,0.9322751322751324,0.9262048192771084,0.9386243386243386,0.9262048192771084,0.9492063492063492,0.8795180722891566,0.8814814814814815,0.8870481927710844
12,0.9809523809523808,0.9713855421686748,0.9523809523809524,0.9231927710843374,0.9502645502645504,0.8885542168674698,0.944973544973545,0.947289156626506,0.8761904761904762,0.875
13,0.9788359788359788,0.9789156626506024,0.9428571428571428,0.9126506024096386,0.928042328042328,0.9292168674698796,0.9513227513227512,0.9201807228915664,0.8825396825396825,0.8509036144578314
14,0.9894179894179894,0.9849397590361446,0.9343915343915344,0.8629518072289156,0.9566137566137566,0.908132530120482,0.944973544973545,0.9442771084337348,0.8772486772486773,0.9021084337349398
15,0.9968253968253968,0.9789156626506024,0.9333333333333332,0.927710843373494,0.9365079365079364,0.927710843373494,0.9534391534391534,0.911144578313253,0.8846560846560847,0.8704819277108434
16,0.9883597883597884,0.980421686746988,0.946031746031746,0.9593373493975904,0.9576719576719576,0.9126506024096386,0.9597883597883596,0.9503012048192772,0.8814814814814815,0.8990963855421686
17,0.9883597883597884,0.9548192771084336,0.9470899470899472,0.9156626506024096,0.944973544973545,0.8990963855421686,0.9756613756613756,0.9246987951807228,0.8888888888888888,0.8870481927710844
18,0.9851851851851852,0.9698795180722892,0.944973544973545,0.7560240963855421,0.9587301587301588,0.960843373493976,0.961904761904762,0.9548192771084336,0.8994708994708994,0.9096385542168676
19,0.9862433862433864,0.980421686746988,0.9333333333333332,0.8780120481927711,0.9576719576719576,0.9292168674698796,0.9513227513227512,0.9156626506024096,0.8899470899470899,0.911144578313253
20,0.9915343915343916,0.9743975903614458,0.9470899470899472,0.9487951807228916,0.944973544973545,0.8689759036144579,0.9650793650793652,0.941265060240964,0.905820105820106,0.9051204819277108
21,0.997883597883598,0.9909638554216867,0.961904761904762,0.9126506024096386,0.9608465608465608,0.9698795180722892,0.9724867724867724,0.966867469879518,0.905820105820106,0.911144578313253
22,0.9925925925925926,0.9789156626506024,0.9492063492063492,0.8162650602409639,0.9470899470899472,0.9578313253012049,0.9714285714285714,0.9683734939759036,0.8973544973544973,0.8825301204819277
23,0.9915343915343916,0.9864457831325302,0.9492063492063492,0.8870481927710844,0.9502645502645504,0.9743975903614458,0.9650793650793652,0.8810240963855421,0.9068783068783068,0.914156626506024
24,0.9947089947089948,0.963855421686747,0.9534391534391534,0.941265060240964,0.9576719576719576,0.9382530120481928,0.9735449735449736,0.966867469879518,0.907936507936508,0.8885542168674698
25,0.9936507936507936,0.9774096385542168,0.9481481481481482,0.9503012048192772,0.9566137566137566,0.9457831325301204,0.961904761904762,0.9457831325301204,0.9111111111111112,0.9216867469879518
26,0.9862433862433864,0.980421686746988,0.9470899470899472,0.9518072289156626,0.9608465608465608,0.9156626506024096,0.9756613756613756,0.9653614457831324,0.9291005291005292,0.914156626506024
27,0.9968253968253968,0.9894578313253012,0.9544973544973544,0.9548192771084336,0.964021164021164,0.8644578313253012,0.9756613756613756,0.960843373493976,0.9111111111111112,0.8493975903614458
28,0.9830687830687832,0.9759036144578314,0.9587301587301588,0.9352409638554215,0.9608465608465608,0.9457831325301204,0.9788359788359788,0.9683734939759036,0.9068783068783068,0.8885542168674698
29,0.984126984126984,0.966867469879518,0.9481481481481482,0.9593373493975904,0.961904761904762,0.9548192771084336,0.9682539682539684,0.9322289156626506,0.9227513227513228,0.9171686746987951
30,0.984126984126984,0.9789156626506024,0.9597883597883596,0.9533132530120482,0.9555555555555556,0.9593373493975904,0.9671957671957672,0.8855421686746988,0.9153439153439152,0.8900602409638554
31,0.9767195767195768,0.9743975903614458,0.964021164021164,0.9427710843373494,0.9671957671957672,0.9518072289156626,0.9724867724867724,0.9322289156626506,0.9396825396825396,0.9156626506024096
32,0.9735449735449736,0.9563253012048192,0.9566137566137566,0.8554216867469879,0.9703703703703704,0.9743975903614458,0.9629629629629628,0.9683734939759036,0.9343915343915344,0.9186746987951808
33,0.9756613756613756,0.963855421686747,0.9650793650793652,0.9096385542168676,0.961904761904762,0.9457831325301204,0.9703703703703704,0.9322289156626506,0.928042328042328,0.8689759036144579
34,0.9862433862433864,0.9774096385542168,0.9576719576719576,0.911144578313253,0.9682539682539684,0.9563253012048192,0.9671957671957672,0.8689759036144579,0.9333333333333332,0.8900602409638554
35,0.9894179894179894,0.980421686746988,0.9555555555555556,0.9518072289156626,0.9767195767195768,0.9593373493975904,0.9767195767195768,0.9683734939759036,0.9396825396825396,0.9427710843373494
36,0.9883597883597884,0.9759036144578314,0.9629629629629628,0.8554216867469879,0.9470899470899472,0.697289156626506,0.9661375661375662,0.9623493975903614,0.9227513227513228,0.9307228915662652
37,0.9883597883597884,0.980421686746988,0.9576719576719576,0.8810240963855421,0.9650793650793652,0.947289156626506,0.9767195767195768,0.9759036144578314,0.9417989417989416,0.9201807228915664
38,0.984126984126984,0.9894578313253012,0.9724867724867724,0.9563253012048192,0.9608465608465608,0.966867469879518,0.97989417989418,0.9548192771084336,0.9481481481481482,0.947289156626506
39,0.9957671957671956,0.9849397590361446,0.9576719576719576,0.8870481927710844,0.9767195767195768,0.9518072289156626,0.9724867724867724,0.8659638554216867,0.9417989417989416,0.933734939759036
40,0.9862433862433864,0.960843373493976,0.964021164021164,0.9623493975903614,0.9851851851851852,0.9623493975903614,0.9523809523809524,0.8403614457831325,0.943915343915344,0.9126506024096386
41,0.9894179894179894,0.9503012048192772,0.9756613756613756,0.9503012048192772,0.9682539682539684,0.891566265060241,0.9365079365079364,0.963855421686747,0.9544973544973544,0.9292168674698796
42,0.9925925925925926,0.9789156626506024,0.9693121693121692,0.9156626506024096,0.9703703703703704,0.9367469879518072,0.946031746031746,0.8900602409638554,0.9428571428571428,0.8885542168674698
43,0.9947089947089948,0.9894578313253012,0.9756613756613756,0.941265060240964,0.9767195767195768,0.9623493975903614,0.9703703703703704,0.963855421686747,0.9417989417989416,0.914156626506024
44,1.0,0.9879518072289156,0.9756613756613756,0.9533132530120482,0.9809523809523808,0.9171686746987951,0.9629629629629628,0.9382530120481928,0.9291005291005292,0.875
45,0.9989417989417988,0.9879518072289156,0.9502645502645504,0.8704819277108434,0.9756613756613756,0.963855421686747,0.9735449735449736,0.908132530120482,0.925925925925926,0.9397590361445785
46,0.9947089947089948,0.9774096385542168,0.9714285714285714,0.9382530120481928,0.9777777777777776,0.9563253012048192,0.9883597883597884,0.9563253012048192,0.943915343915344,0.9156626506024096
47,0.9957671957671956,0.980421686746988,0.9608465608465608,0.9292168674698796,0.9767195767195768,0.8900602409638554,0.9714285714285714,0.9442771084337348,0.9470899470899472,0.9171686746987951
48,0.9925925925925926,0.983433734939759,0.9661375661375662,0.9698795180722892,0.9661375661375662,0.947289156626506,0.97989417989418,0.947289156626506,0.9481481481481482,0.9246987951807228
49,0.9968253968253968,0.9849397590361446,0.9724867724867724,0.9548192771084336,0.9671957671957672,0.9548192771084336,0.97989417989418,0.9743975903614458,0.946031746031746,0.9096385542168676
50,0.997883597883598,0.9789156626506024,0.9746031746031746,0.9457831325301204,0.9682539682539684,0.9683734939759036,0.97989417989418,0.9487951807228916,0.944973544973545,0.927710843373494
51,0.9947089947089948,0.9849397590361446,0.9756613756613756,0.9533132530120482,0.9767195767195768,0.963855421686747,0.9873015873015872,0.9623493975903614,0.9333333333333332,0.9216867469879518
52,0.9968253968253968,0.9849397590361446,0.9735449735449736,0.9457831325301204,0.9693121693121692,0.9548192771084336,0.9724867724867724,0.9322289156626506,0.9333333333333332,0.8795180722891566
53,0.9989417989417988,0.9879518072289156,0.9714285714285714,0.960843373493976,0.984126984126984,0.983433734939759,0.982010582010582,0.9533132530120482,0.9481481481481482,0.9397590361445785
54,0.9989417989417988,0.9879518072289156,0.9735449735449736,0.9653614457831324,0.9925925925925926,0.9774096385542168,0.984126984126984,0.9533132530120482,0.943915343915344,0.941265060240964
55,0.9957671957671956,0.9743975903614458,0.9777777777777776,0.9563253012048192,0.9851851851851852,0.9292168674698796,0.9756613756613756,0.9713855421686748,0.9629629629629628,0.9051204819277108
56,0.9851851851851852,0.9533132530120482,0.9809523809523808,0.960843373493976,0.9788359788359788,0.9442771084337348,0.9830687830687832,0.9442771084337348,0.9375661375661376,0.9382530120481928
57,0.9936507936507936,0.9894578313253012,0.9629629629629628,0.9231927710843374,0.9756613756613756,0.9201807228915664,0.9830687830687832,0.9578313253012049,0.9661375661375662,0.9503012048192772
58,0.997883597883598,0.9879518072289156,0.9756613756613756,0.9533132530120482,0.961904761904762,0.9503012048192772,0.9904761904761904,0.9503012048192772,0.9576719576719576,0.9307228915662652
59,0.9957671957671956,0.983433734939759,0.9830687830687832,0.8102409638554217,0.9851851851851852,0.9789156626506024,0.9862433862433864,0.8162650602409639,0.9396825396825396,0.9442771084337348
60,0.9989417989417988,0.9879518072289156,0.9714285714285714,0.9171686746987951,0.9862433862433864,0.9397590361445785,0.9788359788359788,0.9427710843373494,0.9682539682539684,0.9216867469879518
61,0.9968253968253968,0.9924698795180724,0.9703703703703704,0.8870481927710844,0.984126984126984,0.960843373493976,0.984126984126984,0.9593373493975904,0.9608465608465608,0.9126506024096386
62,0.9989417989417988,0.9864457831325302,0.9693121693121692,0.963855421686747,0.9862433862433864,0.980421686746988,0.9851851851851852,0.9623493975903614,0.9661375661375662,0.9307228915662652
63,0.997883597883598,0.963855421686747,0.9830687830687832,0.9653614457831324,0.9894179894179894,0.9789156626506024,0.97989417989418,0.9442771084337348,0.9608465608465608,0.9292168674698796
64,0.9968253968253968,0.9713855421686748,0.9735449735449736,0.8689759036144579,0.9714285714285714,0.963855421686747,0.9873015873015872,0.9683734939759036,0.9502645502645504,0.941265060240964
65,0.9957671957671956,0.9849397590361446,0.9671957671957672,0.9442771084337348,0.9915343915343916,0.9713855421686748,0.9957671957671956,0.9683734939759036,0.9481481481481482,0.9518072289156626
66,0.9957671957671956,0.9894578313253012,0.961904761904762,0.9427710843373494,0.9873015873015872,0.9849397590361446,0.9925925925925926,0.9683734939759036,0.9566137566137566,0.9457831325301204
67,0.9947089947089948,0.983433734939759,0.982010582010582,0.963855421686747,0.9756613756613756,0.9593373493975904,0.9830687830687832,0.9698795180722892,0.9735449735449736,0.9503012048192772
68,0.9936507936507936,0.9743975903614458,0.9873015873015872,0.9743975903614458,0.9767195767195768,0.960843373493976,0.97989417989418,0.9216867469879518,0.9576719576719576,0.9307228915662652
69,0.997883597883598,0.9789156626506024,0.9862433862433864,0.9653614457831324,0.9851851851851852,0.9789156626506024,0.9915343915343916,0.9593373493975904,0.946031746031746,0.9457831325301204
70,0.997883597883598,0.9894578313253012,0.9851851851851852,0.9548192771084336,0.9915343915343916,0.9743975903614458,0.9788359788359788,0.9006024096385542,0.9576719576719576,0.858433734939759
71,1.0,0.9849397590361446,0.9777777777777776,0.9683734939759036,0.9883597883597884,0.9683734939759036,0.9862433862433864,0.941265060240964,0.943915343915344,0.941265060240964
72,0.997883597883598,0.9698795180722892,0.9851851851851852,0.9457831325301204,0.9894179894179894,0.963855421686747,0.9862433862433864,0.9548192771084336,0.9671957671957672,0.9096385542168676
73,0.997883597883598,0.983433734939759,0.9873015873015872,0.960843373493976,0.9915343915343916,0.9789156626506024,0.9904761904761904,0.9503012048192772,0.9566137566137566,0.941265060240964
74,0.9851851851851852,0.9879518072289156,0.984126984126984,0.9713855421686748,0.9925925925925926,0.9849397590361446,0.9925925925925926,0.963855421686747,0.961904761904762,0.9563253012048192
75,0.9936507936507936,0.9819277108433736,0.97989417989418,0.9503012048192772,0.9883597883597884,0.9774096385542168,0.9915343915343916,0.980421686746988,0.9650793650793652,0.9201807228915664
76,0.9968253968253968,0.993975903614458,0.9809523809523808,0.9352409638554215,0.9925925925925926,0.9698795180722892,0.9947089947089948,0.9503012048192772,0.9746031746031746,0.9518072289156626
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113,1.0,0.9894578313253012,0.9894179894179894,0.9759036144578314,0.9957671957671956,0.9849397590361446,0.9968253968253968,0.9683734939759036,0.982010582010582,0.9503012048192772
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124,1.0,0.9924698795180724,0.9957671957671956,0.9653614457831324,0.9989417989417988,0.9879518072289156,0.9957671957671956,0.9759036144578314,0.9873015873015872,0.9698795180722892
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