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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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3,0.7611940298507462,0.7522796352583586,0.7313432835820896,0.5349544072948328,0.7835820895522388,0.7310030395136778,0.7910447761194029,0.7051671732522796,0.5,0.3282674772036474
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51,1.0,0.952887537993921,0.9253731343283582,0.8145896656534954,0.9029850746268656,0.8601823708206687,0.9552238805970148,0.8708206686930091,0.7910447761194029,0.776595744680851
52,1.0,0.9665653495440728,0.9402985074626866,0.8419452887537994,0.9253731343283582,0.8647416413373861,0.9701492537313432,0.8844984802431611,0.8432835820895522,0.8145896656534954
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55,1.0,0.958966565349544,0.9776119402985076,0.8039513677811551,0.917910447761194,0.8495440729483282,0.9402985074626866,0.8389057750759878,0.8208955223880597,0.8130699088145896
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64,1.0,0.958966565349544,0.9552238805970148,0.8617021276595744,0.9477611940298508,0.8267477203647416,0.9328358208955224,0.9072948328267476,0.7686567164179104,0.8206686930091185
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67,1.0,0.9635258358662614,0.9552238805970148,0.8632218844984803,0.9552238805970148,0.837386018237082,0.9253731343283582,0.8723404255319149,0.8208955223880597,0.8571428571428571
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69,1.0,0.958966565349544,0.9552238805970148,0.8829787234042553,0.9552238805970148,0.8617021276595744,0.9701492537313432,0.9148936170212766,0.7238805970149254,0.7963525835866262
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76,1.0,0.9574468085106383,0.9776119402985076,0.8890577507598785,0.9776119402985076,0.9133738601823708,0.9701492537313432,0.8768996960486323,0.8134328358208955,0.8252279635258358
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82,0.9701492537313432,0.9498480243161094,0.9701492537313432,0.8115501519756839,0.9552238805970148,0.9012158054711246,0.9477611940298508,0.8966565349544073,0.7910447761194029,0.8252279635258358
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86,1.0,0.958966565349544,0.9552238805970148,0.8799392097264438,0.9626865671641792,0.8525835866261399,0.9701492537313432,0.919452887537994,0.835820895522388,0.8115501519756839
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89,1.0,0.946808510638298,0.9776119402985076,0.8829787234042553,0.9925373134328358,0.8829787234042553,0.9701492537313432,0.9270516717325228,0.835820895522388,0.8465045592705167
90,1.0,0.9483282674772036,0.9552238805970148,0.8936170212765957,0.9552238805970148,0.8860182370820668,0.9925373134328358,0.9285714285714286,0.8507462686567164,0.8115501519756839
91,1.0,0.9483282674772036,0.9626865671641792,0.8936170212765957,0.9552238805970148,0.8890577507598785,0.9552238805970148,0.9270516717325228,0.7313432835820896,0.7249240121580547
92,1.0,0.9407294832826748,0.9626865671641792,0.8951367781155015,0.9776119402985076,0.8966565349544073,0.9850746268656716,0.9240121580547112,0.7611940298507462,0.831306990881459
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96,1.0,0.9665653495440728,0.9552238805970148,0.8996960486322189,0.9626865671641792,0.9027355623100304,0.9925373134328358,0.9012158054711246,0.8507462686567164,0.8297872340425532
97,1.0,0.9696048632218844,0.9776119402985076,0.905775075987842,0.9477611940298508,0.9103343465045592,0.9925373134328358,0.8966565349544073,0.8507462686567164,0.8328267477203647
98,1.0,0.9680851063829788,0.9850746268656716,0.9224924012158054,0.9701492537313432,0.8738601823708206,0.9850746268656716,0.9103343465045592,0.8582089552238806,0.8449848024316109
99,1.0,0.952887537993921,0.9850746268656716,0.9224924012158054,0.9776119402985076,0.8556231003039514,0.9626865671641792,0.925531914893617,0.8582089552238806,0.8465045592705167
100,1.0,0.945288753799392,0.9477611940298508,0.8677811550151976,0.9925373134328358,0.8708206686930091,0.9925373134328358,0.93161094224924,0.8208955223880597,0.851063829787234
101,1.0,0.925531914893617,0.9328358208955224,0.89209726443769,0.9701492537313432,0.8753799392097265,0.9850746268656716,0.9164133738601824,0.8507462686567164,0.8267477203647416
102,1.0,0.9285714285714286,0.9552238805970148,0.8860182370820668,0.9552238805970148,0.8632218844984803,0.9850746268656716,0.93161094224924,0.8656716417910447,0.8525835866261399
103,1.0,0.939209726443769,0.9701492537313432,0.89209726443769,0.9776119402985076,0.8662613981762918,0.9850746268656716,0.9361702127659576,0.8731343283582089,0.8449848024316109
104,1.0,0.9574468085106383,0.9626865671641792,0.898176291793313,0.9776119402985076,0.8875379939209727,0.9925373134328358,0.9285714285714286,0.835820895522388,0.8525835866261399
105,1.0,0.9620060790273556,0.9776119402985076,0.89209726443769,0.9776119402985076,0.8966565349544073,0.9925373134328358,0.9224924012158054,0.8283582089552238,0.851063829787234
106,1.0,0.9635258358662614,0.9850746268656716,0.8996960486322189,0.9850746268656716,0.9072948328267476,0.9850746268656716,0.9209726443768996,0.8582089552238806,0.8556231003039514
107,1.0,0.9635258358662614,1.0,0.898176291793313,0.9925373134328358,0.8966565349544073,0.9776119402985076,0.9072948328267476,0.8582089552238806,0.8632218844984803
108,1.0,0.9650455927051672,0.9925373134328358,0.905775075987842,0.9626865671641792,0.8860182370820668,0.9925373134328358,0.898176291793313,0.8656716417910447,0.8571428571428571
109,0.9925373134328358,0.9696048632218844,0.9776119402985076,0.9133738601823708,0.9776119402985076,0.898176291793313,0.9701492537313432,0.9118541033434652,0.8582089552238806,0.8480243161094225
110,1.0,0.9650455927051672,0.9626865671641792,0.9164133738601824,0.9701492537313432,0.9118541033434652,0.9850746268656716,0.9088145896656536,0.8805970149253731,0.8586626139817629
111,1.0,0.9574468085106383,0.9850746268656716,0.9148936170212766,0.9701492537313432,0.9027355623100304,0.9850746268656716,0.9103343465045592,0.8731343283582089,0.8571428571428571
112,1.0,0.945288753799392,0.9552238805970148,0.9148936170212766,1.0,0.8890577507598785,0.9925373134328358,0.9088145896656536,0.8805970149253731,0.8617021276595744
113,1.0,0.9376899696048632,0.9701492537313432,0.9148936170212766,0.9626865671641792,0.8829787234042553,0.9850746268656716,0.9042553191489362,0.8805970149253731,0.851063829787234
114,1.0,0.9361702127659576,0.9850746268656716,0.9042553191489362,0.9776119402985076,0.8829787234042553,0.9776119402985076,0.9072948328267476,0.8880597014925373,0.8404255319148937
115,1.0,0.9346504559270516,0.9701492537313432,0.9042553191489362,0.9701492537313432,0.898176291793313,0.9925373134328358,0.9042553191489362,0.8731343283582089,0.8449848024316109
116,1.0,0.939209726443769,0.9850746268656716,0.9027355623100304,0.9850746268656716,0.8829787234042553,0.9850746268656716,0.9164133738601824,0.8432835820895522,0.8465045592705167
117,1.0,0.9437689969604864,0.9701492537313432,0.8951367781155015,0.9850746268656716,0.8465045592705167,1.0,0.9209726443768996,0.8880597014925373,0.8525835866261399
118,0.9925373134328358,0.9513677811550152,0.9701492537313432,0.9164133738601824,0.9701492537313432,0.8693009118541033,0.9925373134328358,0.9346504559270516,0.8656716417910447,0.8541033434650456
119,1.0,0.9559270516717324,0.9925373134328358,0.917933130699088,0.9552238805970148,0.8738601823708206,0.9925373134328358,0.9012158054711246,0.8805970149253731,0.8419452887537994
120,1.0,0.9574468085106383,0.9850746268656716,0.93161094224924,0.9850746268656716,0.8860182370820668,0.9925373134328358,0.8905775075987842,0.8805970149253731,0.8525835866261399
121,1.0,0.9559270516717324,0.9850746268656716,0.9240121580547112,0.9402985074626866,0.8738601823708206,0.9477611940298508,0.898176291793313,0.8731343283582089,0.8541033434650456
122,1.0,0.9559270516717324,1.0,0.9103343465045592,0.9552238805970148,0.8525835866261399,0.9776119402985076,0.905775075987842,0.8955223880597015,0.8647416413373861
123,1.0,0.958966565349544,0.9776119402985076,0.9027355623100304,0.9701492537313432,0.8647416413373861,0.9925373134328358,0.9270516717325228,0.8880597014925373,0.8647416413373861
124,1.0,0.9635258358662614,0.9701492537313432,0.9072948328267476,0.9701492537313432,0.8844984802431611,0.9701492537313432,0.9148936170212766,0.8805970149253731,0.8404255319148937
125,1.0,0.9635258358662614,0.9776119402985076,0.917933130699088,0.9925373134328358,0.8875379939209727,0.9925373134328358,0.9133738601823708,0.835820895522388,0.8434650455927052
126,1.0,0.9635258358662614,1.0,0.9164133738601824,0.9776119402985076,0.9012158054711246,0.9850746268656716,0.9103343465045592,0.8582089552238806,0.8480243161094225
127,1.0,0.9650455927051672,0.9776119402985076,0.9224924012158054,0.9776119402985076,0.8951367781155015,0.9925373134328358,0.9088145896656536,0.8880597014925373,0.8434650455927052
128,1.0,0.9635258358662614,0.9925373134328358,0.9224924012158054,0.9626865671641792,0.9103343465045592,0.9626865671641792,0.919452887537994,0.8507462686567164,0.8495440729483282
129,1.0,0.9635258358662614,1.0,0.9224924012158054,0.9701492537313432,0.9072948328267476,1.0,0.9103343465045592,0.8805970149253731,0.8556231003039514
130,1.0,0.9635258358662614,0.9850746268656716,0.917933130699088,0.9701492537313432,0.9088145896656536,0.9850746268656716,0.9072948328267476,0.8805970149253731,0.8556231003039514
131,1.0,0.9620060790273556,0.9925373134328358,0.9118541033434652,0.9776119402985076,0.9103343465045592,0.9850746268656716,0.917933130699088,0.8880597014925373,0.8541033434650456
132,0.9925373134328358,0.9650455927051672,0.9850746268656716,0.919452887537994,0.9925373134328358,0.9103343465045592,1.0,0.917933130699088,0.8955223880597015,0.851063829787234
133,1.0,0.9696048632218844,0.9850746268656716,0.919452887537994,0.9925373134328358,0.9270516717325228,0.9850746268656716,0.917933130699088,0.8432835820895522,0.8495440729483282
134,1.0,0.9680851063829788,0.9925373134328358,0.9361702127659576,0.9850746268656716,0.925531914893617,1.0,0.9224924012158054,0.8731343283582089,0.8632218844984803
135,1.0,0.9559270516717324,0.9925373134328358,0.93161094224924,0.9776119402985076,0.9285714285714286,0.9776119402985076,0.9209726443768996,0.8507462686567164,0.8662613981762918
136,1.0,0.9513677811550152,0.9850746268656716,0.919452887537994,0.9925373134328358,0.9209726443768996,1.0,0.919452887537994,0.8731343283582089,0.8358662613981763
137,1.0,0.9498480243161094,0.9850746268656716,0.9224924012158054,0.9850746268656716,0.9042553191489362,0.9925373134328358,0.9300911854103344,0.8731343283582089,0.8434650455927052
138,1.0,0.9483282674772036,0.9850746268656716,0.919452887537994,0.9776119402985076,0.9133738601823708,0.9701492537313432,0.9300911854103344,0.8656716417910447,0.8662613981762918
139,1.0,0.9483282674772036,1.0,0.9270516717325228,0.9776119402985076,0.9118541033434652,0.9925373134328358,0.939209726443769,0.8880597014925373,0.8586626139817629
140,1.0,0.9483282674772036,1.0,0.9300911854103344,0.9925373134328358,0.925531914893617,1.0,0.945288753799392,0.8731343283582089,0.8556231003039514
141,1.0,0.9498480243161094,1.0,0.925531914893617,0.9850746268656716,0.9209726443768996,0.9850746268656716,0.945288753799392,0.8731343283582089,0.8465045592705167
142,1.0,0.9498480243161094,0.9850746268656716,0.9361702127659576,0.9776119402985076,0.9240121580547112,0.9925373134328358,0.945288753799392,0.8955223880597015,0.8434650455927052
143,1.0,0.9498480243161094,0.9925373134328358,0.9361702127659576,0.9701492537313432,0.933130699088146,0.9925373134328358,0.9422492401215804,0.8507462686567164,0.8571428571428571
144,1.0,0.9498480243161094,0.9850746268656716,0.9346504559270516,0.9701492537313432,0.9300911854103344,0.9925373134328358,0.9361702127659576,0.8656716417910447,0.8723404255319149
145,1.0,0.9498480243161094,0.9850746268656716,0.9300911854103344,0.9626865671641792,0.9285714285714286,0.9626865671641792,0.9407294832826748,0.9029850746268656,0.8556231003039514
146,1.0,0.9498480243161094,0.9925373134328358,0.9285714285714286,0.9925373134328358,0.9300911854103344,0.9925373134328358,0.9346504559270516,0.8656716417910447,0.8328267477203647
147,1.0,0.9498480243161094,0.9850746268656716,0.9285714285714286,0.9850746268656716,0.9164133738601824,1.0,0.9285714285714286,0.8656716417910447,0.8571428571428571
148,1.0,0.9498480243161094,0.9925373134328358,0.933130699088146,0.9776119402985076,0.9164133738601824,1.0,0.933130699088146,0.8805970149253731,0.8723404255319149
149,1.0,0.9498480243161094,1.0,0.9346504559270516,0.9925373134328358,0.9148936170212766,0.9850746268656716,0.9285714285714286,0.8955223880597015,0.8662613981762918
150,1.0,0.9498480243161094,0.9925373134328358,0.9376899696048632,0.9701492537313432,0.9133738601823708,0.9850746268656716,0.9361702127659576,0.8805970149253731,0.8617021276595744
151,1.0,0.9498480243161094,0.9925373134328358,0.9376899696048632,0.9850746268656716,0.919452887537994,0.9925373134328358,0.9422492401215804,0.8880597014925373,0.8647416413373861
152,1.0,0.9498480243161094,0.9925373134328358,0.939209726443769,0.9701492537313432,0.9240121580547112,1.0,0.939209726443769,0.9104477611940298,0.8647416413373861
153,1.0,0.9498480243161094,0.9850746268656716,0.9361702127659576,0.9925373134328358,0.9285714285714286,0.9925373134328358,0.9407294832826748,0.8955223880597015,0.8632218844984803
154,1.0,0.9498480243161094,0.9925373134328358,0.933130699088146,0.9925373134328358,0.9300911854103344,0.9925373134328358,0.939209726443769,0.917910447761194,0.8632218844984803
155,1.0,0.9498480243161094,0.9925373134328358,0.925531914893617,1.0,0.9270516717325228,0.9850746268656716,0.939209726443769,0.8880597014925373,0.8601823708206687
156,1.0,0.9498480243161094,1.0,0.9240121580547112,0.9925373134328358,0.9240121580547112,0.9776119402985076,0.9422492401215804,0.9029850746268656,0.8601823708206687
157,1.0,0.9498480243161094,1.0,0.9285714285714286,0.9701492537313432,0.9300911854103344,0.9925373134328358,0.9361702127659576,0.8955223880597015,0.8586626139817629
158,1.0,0.9513677811550152,0.9850746268656716,0.9240121580547112,0.9850746268656716,0.9240121580547112,0.9850746268656716,0.9240121580547112,0.9029850746268656,0.8586626139817629
159,1.0,0.9513677811550152,1.0,0.9209726443768996,0.9850746268656716,0.9240121580547112,1.0,0.917933130699088,0.9029850746268656,0.8586626139817629
160,1.0,0.952887537993921,1.0,0.917933130699088,0.9701492537313432,0.9224924012158054,1.0,0.9209726443768996,0.8955223880597015,0.8617021276595744
161,1.0,0.952887537993921,0.9850746268656716,0.9133738601823708,0.9925373134328358,0.933130699088146,1.0,0.9361702127659576,0.9253731343283582,0.8586626139817629
162,1.0,0.952887537993921,1.0,0.917933130699088,0.9850746268656716,0.933130699088146,1.0,0.9361702127659576,0.9253731343283582,0.8693009118541033
163,1.0,0.952887537993921,0.9925373134328358,0.925531914893617,0.9925373134328358,0.9270516717325228,0.9850746268656716,0.9346504559270516,0.9253731343283582,0.8632218844984803
164,1.0,0.952887537993921,0.9850746268656716,0.925531914893617,0.9925373134328358,0.9285714285714286,1.0,0.9422492401215804,0.9029850746268656,0.8677811550151976
165,1.0,0.952887537993921,1.0,0.9270516717325228,0.9925373134328358,0.925531914893617,0.9925373134328358,0.9407294832826748,0.917910447761194,0.8647416413373861
166,1.0,0.952887537993921,1.0,0.925531914893617,1.0,0.9270516717325228,1.0,0.945288753799392,0.9328358208955224,0.8662613981762918
167,1.0,0.952887537993921,0.9925373134328358,0.9270516717325228,0.9776119402985076,0.925531914893617,0.9850746268656716,0.9437689969604864,0.9029850746268656,0.8647416413373861
168,1.0,0.952887537993921,1.0,0.9285714285714286,0.9925373134328358,0.9285714285714286,1.0,0.9422492401215804,0.9104477611940298,0.8632218844984803
169,1.0,0.952887537993921,0.9925373134328358,0.925531914893617,0.9776119402985076,0.9285714285714286,1.0,0.945288753799392,0.9104477611940298,0.8617021276595744
170,1.0,0.952887537993921,0.9925373134328358,0.9164133738601824,1.0,0.925531914893617,1.0,0.9437689969604864,0.9104477611940298,0.8617021276595744
171,1.0,0.952887537993921,0.9850746268656716,0.9209726443768996,0.9925373134328358,0.9240121580547112,0.9925373134328358,0.9407294832826748,0.8955223880597015,0.8647416413373861
172,0.9925373134328358,0.952887537993921,1.0,0.9164133738601824,0.9925373134328358,0.9300911854103344,1.0,0.9376899696048632,0.8731343283582089,0.8662613981762918
173,1.0,0.952887537993921,0.9925373134328358,0.9285714285714286,1.0,0.933130699088146,1.0,0.9376899696048632,0.8955223880597015,0.8647416413373861
174,1.0,0.952887537993921,0.9850746268656716,0.9270516717325228,1.0,0.9285714285714286,0.9850746268656716,0.9285714285714286,0.8955223880597015,0.8662613981762918
175,1.0,0.952887537993921,0.9925373134328358,0.925531914893617,0.9701492537313432,0.93161094224924,0.9850746268656716,0.933130699088146,0.9328358208955224,0.8662613981762918
176,1.0,0.952887537993921,1.0,0.9285714285714286,0.9776119402985076,0.9240121580547112,1.0,0.9376899696048632,0.9104477611940298,0.8647416413373861
177,1.0,0.952887537993921,1.0,0.9240121580547112,1.0,0.925531914893617,0.9925373134328358,0.9422492401215804,0.9328358208955224,0.8647416413373861
178,1.0,0.952887537993921,0.9850746268656716,0.925531914893617,1.0,0.9300911854103344,1.0,0.945288753799392,0.8880597014925373,0.8647416413373861
179,0.9925373134328358,0.952887537993921,0.9925373134328358,0.925531914893617,1.0,0.9285714285714286,0.9925373134328358,0.939209726443769,0.8955223880597015,0.8647416413373861
180,0.9925373134328358,0.952887537993921,0.9850746268656716,0.9240121580547112,1.0,0.9285714285714286,0.9850746268656716,0.9422492401215804,0.8880597014925373,0.8662613981762918
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