arch | dataset | use_dcl | lambda | beta | gamma | swap_size | top1 | top5 |
---|---|---|---|---|---|---|---|---|
MobileNetV2 | CIFAR100 | False | / | / | / | / | 78.400 | 95.030 |
MobileNetV2 | CIFAR100 | True | 1.0 | 1.0 | 1.0 | (7,7) | 79.980 | 95.910 |
MobileNetV2 | CIFAR100 | True | 1.0 | 0.01 | 1.0 | (7,7) | 79.890 | 95.940 |
MobileNetV2 | CIFAR100 | True | 1.0 | 1.0 | 0.01 | (7,7) | 79.990 | 95.810 |
MobileNetV2 | CIFAR100 | True | 1.0 | 10 | 10 | (7,7) | 75.840 | 94.520 |
MobileNetV2 | CIFAR100 | True | 1.0 | 1.0 | 1.0 | (5,5) | 80.750 | 96.220 |
MobileNetV2 | CIFAR100 | True | 1.0 | 1.0 | 0.01 | (5,5) | 80.620 | 95.900 |
MobileNetV2 | CIFAR100 | True | 1.0 | 1.0 | 1.0 | (3,3) | 80.580 | 96.070 |
MobileNetV2 | CIFAR100 | True | 1.0 | 1.0 | 0.01 | (3,3) | 80.570 | 96.160 |
arch | dataset | use_dcl | lambda | beta | gamma | swap_size | top1 | top5 |
---|---|---|---|---|---|---|---|---|
MobileNetV2 | CUB_200_2011 | False | / | / | / | / | 66.603 | 87.591 |
MobileNetV2 | CUB_200_2011 | True | 1.0 | 1.0 | 1.0 | (7,7) | 68.467 | 89.662 |
MobileNetV2 | CUB_200_2011 | True | 1.0 | 1.0 | 1.0 | (5,5) | 69.537 | 89.886 |
MobileNetV2 | CUB_200_2011 | True | 1.0 | 1.0 | 1.0 | (3,3) | 70.193 | 90.024 |