Aerial Image Recognition on AIDER latest (test)
95F1 ScoreEfficientNet B0
Evaluation results
| Method | Links | |
|---|---|---|
| EfficientNet B0Parameters=4013953, Model Size (MB)=16.06, FLOPS=479.68M, Resolution=240x2402025.01 | 95 | |
| TakuNetParameters=37685, Model Size (MB)=0.15, FLOPS=35.93M, Resolution=240x240, Precision=FP=162025.01 | 94.3 | |
| TakuNetParameters=37685, Model Size (MB)=0.15, FLOPS=35.93M, Resolution=240x240, Precision=FP=322025.01 | 93.8 | |
| EmergencyNetParameters=90963, Model Size (MB)=0.36, FLOPS=77.34M, Resolution=240x2402025.01 | 93.6 | |
| MobileNetV2Parameters=2230277, Model Size (MB)=8.92, FLOPS=371.82M, Resolution=240x2402025.01 | 93 | |
| ResNet50Parameters=23518277, Model Size (MB)=94.07, FLOPS=4.83G, Resolution=240x2402025.01 | 91.7 | |
| MobileNetV3Parameters=4208437, Model Size (MB)=16.83, FLOPS=265.02M, Resolution=240x2402025.01 | 91.5 | |
| ShuffleNetParameters=1258729, Model Size (MB)=5.03, FLOPS=176.82M, Resolution=240x2402025.01 | 90.8 | |
| TinyEmergencyNetParameters=39334, Model Size (MB)=0.16, FLOPS=36.30M, Resolution=240x2402025.01 | 89.5 | |
| SqueezeNetParameters=737989, Model Size (MB)=2.95, FLOPS=845.38M, Resolution=240x2402025.01 | 89 | |
| VGG16Parameters=14840133, Model Size (MB)=59.36, FLOPS=17.62G, Resolution=240x2402025.01 | 60.1 |