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
1,0.5925925925925926,0.7063253012048193,0.3756613756613756,0.4939759036144578,0.4497354497354497,0.3102409638554217,0.3174603174603174,0.2575301204819277,0.0634920634920634,0.677710843373494
2,0.7566137566137566,0.8192771084337349,0.8095238095238095,0.4759036144578313,0.7619047619047619,0.6701807228915663,0.8201058201058201,0.2033132530120482,0.6878306878306878,0.322289156626506
3,0.8783068783068783,0.8433734939759037,0.8518518518518519,0.5512048192771084,0.8359788359788359,0.269578313253012,0.8571428571428571,0.7454819277108434,0.6931216931216931,0.677710843373494
4,0.8941798941798942,0.858433734939759,0.91005291005291,0.7168674698795181,0.8677248677248677,0.3825301204819277,0.8941798941798942,0.766566265060241,0.544973544973545,0.677710843373494
5,0.8941798941798942,0.7936746987951807,0.8941798941798942,0.8057228915662651,0.9206349206349206,0.8599397590361446,0.9417989417989416,0.8704819277108434,0.6402116402116402,0.7424698795180723
6,0.8835978835978836,0.858433734939759,0.8941798941798942,0.8599397590361446,0.9153439153439152,0.8509036144578314,0.925925925925926,0.8644578313253012,0.6878306878306878,0.7484939759036144
7,0.9417989417989416,0.9006024096385542,0.9153439153439152,0.8975903614457831,0.9153439153439152,0.8704819277108434,0.9523809523809524,0.8885542168674698,0.6666666666666666,0.677710843373494
8,0.9629629629629628,0.9066265060240964,0.9312169312169312,0.8268072289156626,0.9312169312169312,0.8704819277108434,0.9576719576719576,0.8855421686746988,0.7037037037037037,0.7740963855421686
9,0.9629629629629628,0.9126506024096386,0.9047619047619048,0.8795180722891566,0.925925925925926,0.9186746987951808,0.9682539682539684,0.9051204819277108,0.7248677248677249,0.8403614457831325
10,0.9682539682539684,0.9171686746987951,0.9206349206349206,0.8960843373493976,0.9470899470899472,0.8870481927710844,0.9735449735449736,0.9171686746987951,0.798941798941799,0.8433734939759037
11,0.9735449735449736,0.9292168674698796,0.9523809523809524,0.8524096385542169,0.9417989417989416,0.7695783132530121,0.9523809523809524,0.9096385542168676,0.8201058201058201,0.7936746987951807
12,0.9894179894179894,0.9246987951807228,0.9312169312169312,0.7259036144578314,0.9206349206349206,0.8719879518072289,0.9682539682539684,0.8975903614457831,0.7724867724867724,0.7319277108433735
13,0.9894179894179894,0.9322289156626506,0.925925925925926,0.9021084337349398,0.9735449735449736,0.908132530120482,0.9682539682539684,0.8448795180722891,0.7883597883597884,0.6219879518072289
14,0.9947089947089948,0.9352409638554215,0.9576719576719576,0.8509036144578314,0.9470899470899472,0.9201807228915664,0.9576719576719576,0.914156626506024,0.7301587301587301,0.8177710843373494
15,0.9894179894179894,0.9262048192771084,0.9788359788359788,0.8795180722891566,0.9735449735449736,0.9262048192771084,0.9523809523809524,0.9307228915662652,0.8306878306878307,0.858433734939759
16,0.9788359788359788,0.9442771084337348,0.9576719576719576,0.8930722891566265,0.9629629629629628,0.8885542168674698,0.9682539682539684,0.9307228915662652,0.8148148148148148,0.8614457831325302
17,0.9947089947089948,0.9503012048192772,0.9735449735449736,0.8403614457831325,0.9470899470899472,0.914156626506024,0.9735449735449736,0.8780120481927711,0.8677248677248677,0.8704819277108434
18,1.0,0.941265060240964,0.9470899470899472,0.7228915662650602,0.9312169312169312,0.9126506024096386,0.9470899470899472,0.9051204819277108,0.8201058201058201,0.8343373493975904
19,0.9894179894179894,0.941265060240964,0.9206349206349206,0.8975903614457831,0.9576719576719576,0.8780120481927711,0.9523809523809524,0.858433734939759,0.8465608465608465,0.8418674698795181
20,1.0,0.9397590361445785,0.925925925925926,0.8870481927710844,0.9523809523809524,0.838855421686747,0.9682539682539684,0.8840361445783133,0.8359788359788359,0.8719879518072289
21,0.9947089947089948,0.9487951807228916,0.9206349206349206,0.8072289156626506,0.9735449735449736,0.8945783132530121,0.9523809523809524,0.908132530120482,0.8465608465608465,0.875
22,0.9947089947089948,0.9246987951807228,0.925925925925926,0.8478915662650602,0.9629629629629628,0.9021084337349398,0.9682539682539684,0.9006024096385542,0.8306878306878307,0.822289156626506
23,0.984126984126984,0.9006024096385542,0.8994708994708994,0.8659638554216867,0.9788359788359788,0.8825301204819277,0.9523809523809524,0.8870481927710844,0.8201058201058201,0.7981927710843374
24,1.0,0.9246987951807228,0.9523809523809524,0.875,0.9894179894179894,0.9216867469879518,0.9629629629629628,0.8780120481927711,0.8518518518518519,0.8795180722891566
25,0.9894179894179894,0.941265060240964,0.9365079365079364,0.9036144578313252,0.984126984126984,0.908132530120482,0.9682539682539684,0.9156626506024096,0.8888888888888888,0.8780120481927711
26,0.9947089947089948,0.9367469879518072,0.9470899470899472,0.9021084337349398,0.9788359788359788,0.9246987951807228,0.9523809523809524,0.9126506024096386,0.873015873015873,0.8614457831325302
27,0.9947089947089948,0.9427710843373494,0.9470899470899472,0.8885542168674698,0.9735449735449736,0.9262048192771084,0.9576719576719576,0.9096385542168676,0.873015873015873,0.8840361445783133
28,1.0,0.9322289156626506,0.9523809523809524,0.9006024096385542,0.984126984126984,0.9262048192771084,0.984126984126984,0.9231927710843374,0.8624338624338624,0.8765060240963856
29,1.0,0.9397590361445785,0.9735449735449736,0.8418674698795181,0.984126984126984,0.911144578313253,0.9947089947089948,0.9262048192771084,0.8624338624338624,0.8674698795180723
30,1.0,0.9457831325301204,0.9735449735449736,0.8930722891566265,0.9788359788359788,0.9156626506024096,1.0,0.9096385542168676,0.8783068783068783,0.8599397590361446
31,0.9947089947089948,0.9021084337349398,0.984126984126984,0.8734939759036144,0.9470899470899472,0.9201807228915664,0.9947089947089948,0.9156626506024096,0.8359788359788359,0.8765060240963856
32,0.9947089947089948,0.9262048192771084,0.9735449735449736,0.9186746987951808,0.9629629629629628,0.8629518072289156,0.9682539682539684,0.9216867469879518,0.873015873015873,0.8734939759036144
33,1.0,0.9292168674698796,0.9682539682539684,0.911144578313253,0.9417989417989416,0.9292168674698796,0.9947089947089948,0.933734939759036,0.8888888888888888,0.8569277108433735
34,0.9788359788359788,0.9231927710843374,0.9947089947089948,0.8463855421686747,0.9682539682539684,0.9066265060240964,0.9788359788359788,0.7801204819277109,0.8835978835978836,0.8765060240963856
35,0.9523809523809524,0.9231927710843374,0.9788359788359788,0.8780120481927711,0.9629629629629628,0.908132530120482,0.9735449735449736,0.7183734939759037,0.8888888888888888,0.8810240963855421
36,0.9470899470899472,0.8990963855421686,0.9788359788359788,0.914156626506024,0.9894179894179894,0.9307228915662652,0.9894179894179894,0.7710843373493976,0.8994708994708994,0.8855421686746988
37,0.9470899470899472,0.9006024096385542,0.984126984126984,0.9051204819277108,0.9894179894179894,0.8945783132530121,0.9788359788359788,0.7650602409638554,0.8941798941798942,0.8795180722891566
38,0.9788359788359788,0.9307228915662652,0.9735449735449736,0.8990963855421686,0.9788359788359788,0.8765060240963856,0.9629629629629628,0.8313253012048193,0.8624338624338624,0.8132530120481928
39,0.984126984126984,0.9427710843373494,0.9735449735449736,0.766566265060241,0.9735449735449736,0.933734939759036,0.9576719576719576,0.9096385542168676,0.873015873015873,0.8900602409638554
40,0.9894179894179894,0.947289156626506,0.9735449735449736,0.8930722891566265,0.9947089947089948,0.911144578313253,0.9894179894179894,0.875,0.8941798941798942,0.8704819277108434
41,0.9947089947089948,0.9382530120481928,0.9788359788359788,0.8930722891566265,0.9735449735449736,0.9262048192771084,0.9682539682539684,0.911144578313253,0.91005291005291,0.8734939759036144
42,0.9894179894179894,0.9442771084337348,0.9470899470899472,0.9246987951807228,0.9947089947089948,0.914156626506024,0.9735449735449736,0.9096385542168676,0.91005291005291,0.8509036144578314
43,0.9894179894179894,0.941265060240964,0.9470899470899472,0.9201807228915664,0.9894179894179894,0.914156626506024,0.9470899470899472,0.9292168674698796,0.8994708994708994,0.8343373493975904
44,0.9894179894179894,0.9367469879518072,0.9735449735449736,0.9051204819277108,0.984126984126984,0.9231927710843374,0.9947089947089948,0.9201807228915664,0.873015873015873,0.8072289156626506
45,1.0,0.947289156626506,0.9682539682539684,0.908132530120482,0.9947089947089948,0.911144578313253,0.984126984126984,0.9156626506024096,0.873015873015873,0.8192771084337349
46,0.9947089947089948,0.947289156626506,0.9312169312169312,0.9201807228915664,0.9682539682539684,0.9126506024096386,0.9788359788359788,0.914156626506024,0.873015873015873,0.8855421686746988
47,0.9894179894179894,0.9533132530120482,0.9788359788359788,0.8900602409638554,0.9947089947089948,0.8930722891566265,0.9947089947089948,0.9006024096385542,0.9153439153439152,0.8840361445783133
48,0.9947089947089948,0.9563253012048192,0.9788359788359788,0.8885542168674698,0.9788359788359788,0.9156626506024096,0.9894179894179894,0.9352409638554215,0.91005291005291,0.8960843373493976
49,1.0,0.9382530120481928,0.9629629629629628,0.9216867469879518,0.9894179894179894,0.9292168674698796,0.9788359788359788,0.9322289156626506,0.91005291005291,0.8825301204819277
50,1.0,0.9533132530120482,0.9788359788359788,0.9307228915662652,0.9894179894179894,0.9021084337349398,0.984126984126984,0.9246987951807228,0.9153439153439152,0.8900602409638554
51,1.0,0.9487951807228916,0.9947089947089948,0.9262048192771084,0.984126984126984,0.8885542168674698,1.0,0.933734939759036,0.8994708994708994,0.8870481927710844
52,0.9947089947089948,0.9503012048192772,0.984126984126984,0.8674698795180723,0.9629629629629628,0.9006024096385542,0.9788359788359788,0.9186746987951808,0.9047619047619048,0.8900602409638554
53,1.0,0.9578313253012049,0.984126984126984,0.8554216867469879,0.9947089947089948,0.911144578313253,0.984126984126984,0.8885542168674698,0.9417989417989416,0.8840361445783133
54,1.0,0.9563253012048192,0.984126984126984,0.8945783132530121,0.9682539682539684,0.9231927710843374,0.9735449735449736,0.8087349397590361,0.8994708994708994,0.8855421686746988
55,0.9947089947089948,0.9503012048192772,0.9629629629629628,0.8990963855421686,0.9629629629629628,0.9066265060240964,0.9788359788359788,0.9126506024096386,0.91005291005291,0.891566265060241
56,0.9947089947089948,0.9578313253012049,0.9788359788359788,0.8629518072289156,0.984126984126984,0.914156626506024,0.984126984126984,0.253012048192771,0.9153439153439152,0.8659638554216867
57,0.9947089947089948,0.9578313253012049,0.9947089947089948,0.9216867469879518,0.9947089947089948,0.927710843373494,0.9523809523809524,0.8810240963855421,0.9206349206349206,0.8960843373493976
58,1.0,0.9563253012048192,0.984126984126984,0.9246987951807228,0.9894179894179894,0.9322289156626506,0.9153439153439152,0.9096385542168676,0.9153439153439152,0.8870481927710844
59,1.0,0.9563253012048192,0.9947089947089948,0.8885542168674698,0.984126984126984,0.9096385542168676,0.9417989417989416,0.8614457831325302,0.9047619047619048,0.8870481927710844
60,1.0,0.9563253012048192,1.0,0.9186746987951808,0.9947089947089948,0.8900602409638554,0.9470899470899472,0.8478915662650602,0.9206349206349206,0.8810240963855421
61,1.0,0.9548192771084336,0.9894179894179894,0.908132530120482,0.9947089947089948,0.8900602409638554,0.9312169312169312,0.9021084337349398,0.925925925925926,0.8268072289156626
62,0.9947089947089948,0.9487951807228916,0.9894179894179894,0.875,0.9894179894179894,0.908132530120482,0.9312169312169312,0.914156626506024,0.8941798941798942,0.9036144578313252
63,1.0,0.941265060240964,0.9682539682539684,0.8780120481927711,0.9735449735449736,0.8493975903614458,0.9312169312169312,0.9186746987951808,0.9153439153439152,0.8855421686746988
64,1.0,0.9487951807228916,0.984126984126984,0.8825301204819277,0.9788359788359788,0.8810240963855421,0.984126984126984,0.9186746987951808,0.9206349206349206,0.8885542168674698
65,1.0,0.9518072289156626,0.9894179894179894,0.9066265060240964,0.9947089947089948,0.9231927710843374,0.9629629629629628,0.933734939759036,0.9153439153439152,0.8795180722891566
66,0.9947089947089948,0.9503012048192772,0.9947089947089948,0.911144578313253,0.9788359788359788,0.8373493975903614,0.9735449735449736,0.9171686746987951,0.9206349206349206,0.8734939759036144
67,0.9947089947089948,0.9563253012048192,1.0,0.914156626506024,0.984126984126984,0.8629518072289156,0.9788359788359788,0.9352409638554215,0.9312169312169312,0.875
68,1.0,0.9533132530120482,0.9947089947089948,0.9171686746987951,0.9788359788359788,0.8900602409638554,0.9947089947089948,0.914156626506024,0.9417989417989416,0.8885542168674698
69,1.0,0.9623493975903614,0.9788359788359788,0.9156626506024096,1.0,0.9021084337349398,0.984126984126984,0.9292168674698796,0.9153439153439152,0.8900602409638554
70,1.0,0.960843373493976,0.9629629629629628,0.9246987951807228,0.9947089947089948,0.9096385542168676,0.9894179894179894,0.9231927710843374,0.925925925925926,0.8659638554216867
71,1.0,0.960843373493976,0.9788359788359788,0.914156626506024,0.9894179894179894,0.9397590361445785,1.0,0.933734939759036,0.8994708994708994,0.8975903614457831
72,1.0,0.9623493975903614,0.9788359788359788,0.9231927710843374,0.984126984126984,0.941265060240964,0.9788359788359788,0.9216867469879518,0.9153439153439152,0.8689759036144579
73,1.0,0.9623493975903614,0.9682539682539684,0.9096385542168676,0.9894179894179894,0.9307228915662652,0.9894179894179894,0.9262048192771084,0.9153439153439152,0.908132530120482
74,1.0,0.9653614457831324,0.9894179894179894,0.9352409638554215,1.0,0.9231927710843374,1.0,0.9397590361445785,0.9312169312169312,0.8855421686746988
75,1.0,0.963855421686747,0.984126984126984,0.9367469879518072,0.9894179894179894,0.9352409638554215,0.9788359788359788,0.9021084337349398,0.9365079365079364,0.9021084337349398
76,0.9947089947089948,0.9623493975903614,0.9947089947089948,0.9352409638554215,0.9788359788359788,0.927710843373494,0.9894179894179894,0.9292168674698796,0.9523809523809524,0.8990963855421686
77,0.9947089947089948,0.9548192771084336,1.0,0.927710843373494,0.9947089947089948,0.9066265060240964,0.984126984126984,0.9397590361445785,0.8888888888888888,0.8765060240963856
78,0.9894179894179894,0.8885542168674698,0.9947089947089948,0.9352409638554215,0.9947089947089948,0.9051204819277108,0.9947089947089948,0.933734939759036,0.9153439153439152,0.8478915662650602
79,0.9894179894179894,0.963855421686747,0.9947089947089948,0.9171686746987951,0.9894179894179894,0.9201807228915664,0.9894179894179894,0.9186746987951808,0.8835978835978836,0.8810240963855421
80,1.0,0.9503012048192772,0.9788359788359788,0.9066265060240964,1.0,0.9307228915662652,1.0,0.9186746987951808,0.9312169312169312,0.891566265060241
81,0.9947089947089948,0.9397590361445785,0.984126984126984,0.9066265060240964,0.9947089947089948,0.9382530120481928,0.9894179894179894,0.9201807228915664,0.9312169312169312,0.8960843373493976
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