osmr / imgclsmob » Build #7

Build Results

TOP 1 ACCURACY TOP 5 ACCURACY
SPEED
MODEL CODE PAPER
ε-REPR
CODE PAPER
ε-REPR
PAPER
AlexNet
59.0% -- 81.8% -- 417.5
AlexNet-b
58.4% -- 81.0% -- 418.1
BN-Inception
74.6% -- 92.3% -- 426.1
BN-VGG-11
71.0% -- 90.4% -- 420.9
BN-VGG-11b
70.4% -- 90.0% -- 415.6
BN-VGG-13
72.2% -- 90.9% -- 406.0
BN-VGG-13b
71.6% -- 90.4% -- 394.5
BN-VGG-16
74.3% -- 92.2% -- 400.7
BN-VGG-16b
72.8% -- 91.3% -- 394.4
BN-VGG-19
75.9% -- 92.9% -- 395.8
BN-VGG-19b
73.9% -- 91.6% -- 385.3
ResNet-18
71.5% 72.1% 90.2% -- 412.9
VGG-11
70.1% 70.4% 89.6% 89.6% 411.2
VGG-13
71.2% 71.3% 90.2% 90.1% 406.1
VGG-16
73.0% 74.4% 91.3% 91.9% 396.4
VGG-19
73.8% 74.5% 91.6% 92.0% 390.5
ZFNet
60.2% 64.0% 82.7% 85.3% 428.2
ZFNet-b
63.6% -- 85.1% -- 426.3