Binary Classification on Traffic Signs Recognition (test)
92.6AccuracyZoom-In Network (Res)
Evaluation results
| Method | Links | |
|---|---|---|
| Zoom-In Network (Res)Backbone=ResNet16, FLOPs (B)=1.18, Memory (Mb)=15.83, Time (ms)=13.162021.06 | 92.6 | |
| Top-K-10FLOPs (B)=1.43, Memory (Mb)=53.28, Time (ms)=9.82021.06 | 91.7 | |
| Zoom-In NetworkBackbone=LeNet, FLOPs (B)=0.79, Memory (Mb)=12.65, Time (ms)=12.282021.06 | 91.2 | |
| ATS-10FLOPs (B)=1.43, Memory (Mb)=54.51, Time (ms)=10.32021.06 | 90.5 | |
| EfficientNet-B0FLOPs (B)=19.26, Memory (Mb)=2229.59, Time (ms)=34.882021.06 | 79.1 | |
| EfficientNet-B0 s0.5FLOPs (B)=4.82, Memory (Mb)=673.39, Time (ms)=27.062021.06 | 65.9 |