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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
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88,1.0,0.9894578313253012,0.9822090437361009,0.941265060240964,0.9888806523350632,0.9713855421686748,0.989621942179392,0.9487951807228916,0.9673832468495182,0.9533132530120482
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90,0.9977761304670126,0.9894578313253012,0.972572275759822,0.966867469879518,0.9851742031134172,0.966867469879518,0.9851742031134172,0.9683734939759036,0.9510748702742772,0.8990963855421686
91,0.994810971089696,0.9819277108433736,0.9918458117123796,0.9819277108433736,0.989621942179392,0.9743975903614458,0.9859154929577464,0.9006024096385542,0.9562638991845812,0.960843373493976
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97,0.9985174203113416,0.9894578313253012,0.9925871015567088,0.9789156626506024,0.9888806523350632,0.9789156626506024,0.9955522609340252,0.9548192771084336,0.9584877687175686,0.963855421686747
98,0.9992587101556708,0.9894578313253012,0.9859154929577464,0.9683734939759036,0.994810971089696,0.9774096385542168,0.9873980726464048,0.9578313253012049,0.9673832468495182,0.9653614457831324
99,0.9992587101556708,0.9909638554216867,0.9918458117123796,0.983433734939759,0.988139362490734,0.9578313253012049,0.9888806523350632,0.9683734939759036,0.9577464788732394,0.941265060240964
100,0.9977761304670126,0.9909638554216867,0.9866567828020756,0.9759036144578314,0.989621942179392,0.980421686746988,0.989621942179392,0.963855421686747,0.955522609340252,0.9548192771084336
101,0.9977761304670126,0.9849397590361446,0.9822090437361009,0.983433734939759,0.9903632320237212,0.980421686746988,0.9873980726464048,0.9683734939759036,0.971830985915493,0.9262048192771084
102,0.9985174203113416,0.9924698795180724,0.9888806523350632,0.9563253012048192,0.989621942179392,0.9728915662650602,0.9836916234247592,0.9713855421686748,0.972572275759822,0.9548192771084336
103,0.9985174203113416,0.9879518072289156,0.9851742031134172,0.9728915662650602,0.977761304670126,0.9698795180722892,0.977761304670126,0.911144578313253,0.9532987398072648,0.9382530120481928
104,0.9985174203113416,0.9924698795180724,0.9911045218680504,0.9879518072289156,0.9807264640474426,0.9713855421686748,0.9903632320237212,0.9593373493975904,0.9651593773165308,0.9442771084337348
105,1.0,0.9954819277108434,0.98295033358043,0.9759036144578314,0.9903632320237212,0.9759036144578314,0.9925871015567088,0.9698795180722892,0.9673832468495182,0.9457831325301204
106,0.9977761304670126,0.9924698795180724,0.9955522609340252,0.983433734939759,0.9955522609340252,0.980421686746988,0.989621942179392,0.9864457831325302,0.9688658265381764,0.941265060240964
107,1.0,0.9954819277108434,0.9911045218680504,0.9819277108433736,0.9962935507783544,0.9728915662650602,0.9933283914010378,0.9533132530120482,0.9681245366938472,0.966867469879518
108,1.0,0.9954819277108434,0.9933283914010378,0.9789156626506024,0.9740548554484804,0.9593373493975904,0.989621942179392,0.9713855421686748,0.9836916234247592,0.9653614457831324
109,1.0,0.9984939759036144,0.9822090437361009,0.9759036144578314,0.9836916234247592,0.9774096385542168,0.9903632320237212,0.9457831325301204,0.9703484062268348,0.963855421686747
110,1.0,0.9954819277108434,0.9873980726464048,0.9774096385542168,0.9814677538917717,0.9819277108433736,0.994810971089696,0.9503012048192772,0.977761304670126,0.963855421686747
111,1.0,0.9954819277108434,0.9866567828020756,0.983433734939759,0.9903632320237212,0.980421686746988,0.988139362490734,0.960843373493976,0.9770200148257968,0.9593373493975904
112,1.0,0.9954819277108434,0.9955522609340252,0.980421686746988,0.9933283914010378,0.9759036144578314,0.994810971089696,0.9683734939759036,0.98295033358043,0.9623493975903614
113,1.0,0.9954819277108434,0.9918458117123796,0.9819277108433736,0.994810971089696,0.9819277108433736,0.9955522609340252,0.9713855421686748,0.977761304670126,0.9653614457831324
114,1.0,0.9954819277108434,0.989621942179392,0.9774096385542168,0.994069681245367,0.980421686746988,0.9866567828020756,0.9623493975903614,0.9814677538917717,0.9578313253012049
115,0.9992587101556708,0.9969879518072288,0.9925871015567088,0.9774096385542168,0.9911045218680504,0.9698795180722892,0.9955522609340252,0.9563253012048192,0.9532987398072648,0.9487951807228916
116,1.0,0.993975903614458,0.994810971089696,0.9774096385542168,0.9918458117123796,0.9849397590361446,0.9933283914010378,0.9774096385542168,0.9666419570051892,0.9683734939759036
117,1.0,0.993975903614458,0.994810971089696,0.9774096385542168,0.994810971089696,0.980421686746988,0.9977761304670126,0.9759036144578314,0.977761304670126,0.9548192771084336
118,1.0,0.993975903614458,0.9933283914010378,0.9759036144578314,0.994069681245367,0.9774096385542168,0.9992587101556708,0.960843373493976,0.972572275759822,0.9518072289156626
119,1.0,0.993975903614458,0.9962935507783544,0.980421686746988,0.988139362490734,0.9743975903614458,0.988139362490734,0.9653614457831324,0.9814677538917717,0.966867469879518
120,1.0,0.993975903614458,0.988139362490734,0.9864457831325302,0.9888806523350632,0.980421686746988,0.9955522609340252,0.9578313253012049,0.9792438843587844,0.9698795180722892
121,0.994810971089696,0.993975903614458,0.9925871015567088,0.983433734939759,0.9962935507783544,0.9789156626506024,0.994069681245367,0.9593373493975904,0.9844329132690882,0.9698795180722892
122,0.9992587101556708,0.9909638554216867,0.9903632320237212,0.9849397590361446,0.9962935507783544,0.983433734939759,0.9903632320237212,0.9563253012048192,0.9851742031134172,0.9653614457831324
123,0.9992587101556708,0.9954819277108434,0.9851742031134172,0.9427710843373494,0.9970348406226834,0.9864457831325302,0.9985174203113416,0.9533132530120482,0.9762787249814676,0.9578313253012049
124,1.0,0.9954819277108434,0.9859154929577464,0.9849397590361446,0.9918458117123796,0.9819277108433736,0.9962935507783544,0.9427710843373494,0.9755374351371386,0.9593373493975904
125,0.9992587101556708,0.9924698795180724,0.9859154929577464,0.9864457831325302,0.9977761304670126,0.9864457831325302,0.9933283914010378,0.9698795180722892,0.9836916234247592,0.9578313253012049
126,0.9985174203113416,0.9984939759036144,0.9962935507783544,0.983433734939759,0.9918458117123796,0.9819277108433736,0.9977761304670126,0.9683734939759036,0.9844329132690882,0.9593373493975904
127,0.9985174203113416,0.9954819277108434,0.994069681245367,0.983433734939759,0.9859154929577464,0.983433734939759,0.9955522609340252,0.9593373493975904,0.977761304670126,0.9578313253012049
128,1.0,0.9954819277108434,0.9933283914010378,0.980421686746988,0.9955522609340252,0.983433734939759,0.9918458117123796,0.9683734939759036,0.977761304670126,0.9653614457831324
129,1.0,0.9954819277108434,0.9925871015567088,0.9819277108433736,0.9977761304670126,0.9849397590361446,0.9955522609340252,0.9653614457831324,0.9814677538917717,0.9683734939759036
130,0.9992587101556708,0.993975903614458,0.9962935507783544,0.9864457831325302,0.9955522609340252,0.9894578313253012,0.9933283914010378,0.9593373493975904,0.98295033358043,0.9683734939759036
131,0.9977761304670126,0.9728915662650602,0.994069681245367,0.9819277108433736,0.9970348406226834,0.9819277108433736,0.9977761304670126,0.9593373493975904,0.9822090437361009,0.9713855421686748
132,0.9985174203113416,0.9924698795180724,0.994069681245367,0.983433734939759,0.9955522609340252,0.9849397590361446,0.9955522609340252,0.960843373493976,0.98295033358043,0.963855421686747
133,0.9977761304670126,0.993975903614458,0.9925871015567088,0.980421686746988,0.9985174203113416,0.980421686746988,0.9970348406226834,0.9307228915662652,0.9785025945144552,0.9683734939759036
134,0.9985174203113416,0.993975903614458,0.9933283914010378,0.983433734939759,0.9977761304670126,0.9864457831325302,0.994810971089696,0.9789156626506024,0.98295033358043,0.963855421686747
135,1.0,0.993975903614458,0.994069681245367,0.9789156626506024,0.9977761304670126,0.9864457831325302,0.9970348406226834,0.9683734939759036,0.9911045218680504,0.9713855421686748
136,0.9992587101556708,0.9969879518072288,0.994810971089696,0.9819277108433736,0.9970348406226834,0.9849397590361446,0.9970348406226834,0.9457831325301204,0.9903632320237212,0.966867469879518
137,0.9992587101556708,0.9924698795180724,0.9970348406226834,0.9789156626506024,0.9955522609340252,0.9864457831325302,0.9955522609340252,0.9728915662650602,0.9873980726464048,0.9653614457831324
138,0.9985174203113416,0.9954819277108434,0.9903632320237212,0.983433734939759,0.9962935507783544,0.9819277108433736,0.9903632320237212,0.9548192771084336,0.9911045218680504,0.9563253012048192
139,1.0,0.993975903614458,0.994069681245367,0.980421686746988,0.9955522609340252,0.9849397590361446,0.9985174203113416,0.9246987951807228,0.9918458117123796,0.966867469879518
140,1.0,0.9924698795180724,0.994810971089696,0.9819277108433736,0.9970348406226834,0.980421686746988,0.9933283914010378,0.9382530120481928,0.9925871015567088,0.9759036144578314
141,0.9992587101556708,0.9924698795180724,0.9977761304670126,0.9819277108433736,0.9933283914010378,0.9849397590361446,0.994810971089696,0.960843373493976,0.9851742031134172,0.9713855421686748
142,0.9985174203113416,0.993975903614458,0.9955522609340252,0.9819277108433736,0.9925871015567088,0.9864457831325302,0.9933283914010378,0.9578313253012049,0.9866567828020756,0.9698795180722892
143,1.0,0.9924698795180724,0.9985174203113416,0.9819277108433736,0.9955522609340252,0.980421686746988,0.9985174203113416,0.9713855421686748,0.989621942179392,0.9698795180722892
144,1.0,0.993975903614458,0.9977761304670126,0.9864457831325302,0.9992587101556708,0.980421686746988,0.9970348406226834,0.960843373493976,0.9911045218680504,0.9728915662650602
145,0.9992587101556708,0.9924698795180724,0.9970348406226834,0.9789156626506024,0.9962935507783544,0.9849397590361446,0.9955522609340252,0.9759036144578314,0.9873980726464048,0.9518072289156626
146,1.0,0.993975903614458,0.9977761304670126,0.9849397590361446,0.9962935507783544,0.983433734939759,0.9955522609340252,0.9533132530120482,0.9807264640474426,0.9623493975903614
147,1.0,0.9969879518072288,0.9970348406226834,0.9849397590361446,0.9977761304670126,0.9849397590361446,0.9992587101556708,0.9186746987951808,0.994069681245367,0.9728915662650602
148,0.9992587101556708,0.9969879518072288,0.9985174203113416,0.9894578313253012,0.9992587101556708,0.9894578313253012,0.994069681245367,0.9578313253012049,0.98295033358043,0.9713855421686748
149,1.0,0.9969879518072288,0.994810971089696,0.9819277108433736,0.9970348406226834,0.980421686746988,0.9985174203113416,0.960843373493976,0.989621942179392,0.9698795180722892
150,1.0,0.993975903614458,0.9970348406226834,0.9819277108433736,0.9977761304670126,0.983433734939759,1.0,0.960843373493976,0.9918458117123796,0.9728915662650602
151,1.0,0.9954819277108434,0.9955522609340252,0.983433734939759,0.9992587101556708,0.983433734939759,0.9985174203113416,0.963855421686747,0.9903632320237212,0.9728915662650602
152,0.9992587101556708,0.993975903614458,0.9970348406226834,0.9849397590361446,0.9970348406226834,0.9849397590361446,0.9970348406226834,0.9713855421686748,0.9866567828020756,0.9698795180722892
153,1.0,0.9954819277108434,0.9933283914010378,0.983433734939759,0.9970348406226834,0.983433734939759,0.9992587101556708,0.9533132530120482,0.9911045218680504,0.966867469879518
154,0.9977761304670126,0.993975903614458,0.9970348406226834,0.9879518072289156,0.9985174203113416,0.9864457831325302,0.9962935507783544,0.9563253012048192,0.9918458117123796,0.9698795180722892
155,1.0,0.993975903614458,0.9970348406226834,0.980421686746988,0.994069681245367,0.9789156626506024,0.9970348406226834,0.9653614457831324,0.9918458117123796,0.9728915662650602
156,0.9992587101556708,0.993975903614458,0.994069681245367,0.983433734939759,0.9970348406226834,0.9879518072289156,0.9962935507783544,0.966867469879518,0.9911045218680504,0.9713855421686748
157,1.0,0.993975903614458,0.9970348406226834,0.9849397590361446,0.9985174203113416,0.9864457831325302,0.9992587101556708,0.9713855421686748,0.9903632320237212,0.9698795180722892
158,0.9992587101556708,0.9909638554216867,0.9985174203113416,0.9864457831325302,1.0,0.9909638554216867,0.994810971089696,0.9653614457831324,0.9933283914010378,0.9698795180722892
159,1.0,0.9909638554216867,0.9977761304670126,0.9879518072289156,0.9977761304670126,0.9879518072289156,0.9970348406226834,0.9262048192771084,0.9888806523350632,0.966867469879518
160,1.0,0.9924698795180724,0.9970348406226834,0.983433734939759,0.9992587101556708,0.9849397590361446,0.9962935507783544,0.9457831325301204,0.9925871015567088,0.9683734939759036
161,0.9985174203113416,0.9954819277108434,0.9977761304670126,0.9819277108433736,0.9977761304670126,0.9849397590361446,0.9977761304670126,0.960843373493976,0.9918458117123796,0.9713855421686748
162,1.0,0.9954819277108434,0.9977761304670126,0.9864457831325302,0.9970348406226834,0.9879518072289156,0.9985174203113416,0.9623493975903614,0.989621942179392,0.9728915662650602
163,1.0,0.9954819277108434,0.9962935507783544,0.9864457831325302,0.9985174203113416,0.9759036144578314,0.9985174203113416,0.9593373493975904,0.989621942179392,0.9683734939759036
164,1.0,0.9969879518072288,0.9977761304670126,0.9864457831325302,1.0,0.983433734939759,0.9955522609340252,0.9457831325301204,0.9933283914010378,0.9743975903614458
165,1.0,0.9954819277108434,0.9955522609340252,0.9849397590361446,1.0,0.9864457831325302,1.0,0.9367469879518072,0.994810971089696,0.9698795180722892
166,1.0,0.9924698795180724,0.9962935507783544,0.983433734939759,0.9970348406226834,0.9879518072289156,0.9992587101556708,0.963855421686747,0.989621942179392,0.9683734939759036
167,0.9992587101556708,0.993975903614458,0.9977761304670126,0.983433734939759,0.9977761304670126,0.983433734939759,0.9977761304670126,0.9593373493975904,0.9911045218680504,0.9713855421686748
168,1.0,0.993975903614458,0.9933283914010378,0.9789156626506024,0.9992587101556708,0.9894578313253012,0.9985174203113416,0.9593373493975904,0.9925871015567088,0.9713855421686748
169,1.0,0.9954819277108434,0.9985174203113416,0.9864457831325302,0.9962935507783544,0.9864457831325302,0.9985174203113416,0.963855421686747,0.9962935507783544,0.9698795180722892
170,0.9992587101556708,0.9954819277108434,0.9985174203113416,0.9819277108433736,0.9985174203113416,0.9864457831325302,0.9985174203113416,0.9759036144578314,0.994069681245367,0.9728915662650602
171,1.0,0.9954819277108434,0.9977761304670126,0.9879518072289156,0.9985174203113416,0.9879518072289156,0.9992587101556708,0.9728915662650602,0.9888806523350632,0.9713855421686748
172,0.9992587101556708,0.9969879518072288,0.9970348406226834,0.9849397590361446,0.9977761304670126,0.9879518072289156,0.9970348406226834,0.9397590361445785,0.9925871015567088,0.9713855421686748
173,1.0,0.9969879518072288,0.9977761304670126,0.9849397590361446,0.9985174203113416,0.9879518072289156,0.9970348406226834,0.9774096385542168,0.9925871015567088,0.9713855421686748
174,0.9992587101556708,0.9969879518072288,0.9992587101556708,0.9849397590361446,0.9977761304670126,0.9894578313253012,0.9985174203113416,0.9743975903614458,0.9962935507783544,0.9713855421686748
175,1.0,0.9969879518072288,0.9992587101556708,0.9849397590361446,0.9970348406226834,0.9909638554216867,0.9985174203113416,0.9322289156626506,0.994069681245367,0.9713855421686748
176,1.0,0.9969879518072288,0.9962935507783544,0.9849397590361446,0.9977761304670126,0.9894578313253012,1.0,0.9653614457831324,0.994069681245367,0.9728915662650602
177,0.9992587101556708,0.9969879518072288,0.9985174203113416,0.9819277108433736,0.9970348406226834,0.9894578313253012,0.9970348406226834,0.9698795180722892,0.9918458117123796,0.9713855421686748
178,1.0,0.9969879518072288,0.9970348406226834,0.9849397590361446,0.9985174203113416,0.9894578313253012,0.9977761304670126,0.9623493975903614,0.9925871015567088,0.9728915662650602
179,1.0,0.9969879518072288,0.9992587101556708,0.983433734939759,1.0,0.9894578313253012,0.9970348406226834,0.9563253012048192,0.9911045218680504,0.9713855421686748
180,1.0,0.9969879518072288,0.9977761304670126,0.983433734939759,1.0,0.9879518072289156,0.9992587101556708,0.9623493975903614,0.9925871015567088,0.9728915662650602
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