Aerial Image Classification on AIDER v2 (test)
0.966F1 ScoreGlimmerNet
Evaluation Results
| Method | Links | |
|---|---|---|
| GlimmerNetParameters=31,204, Model Size (MB)=0.12, FLOPs=22.26M2025.12 | 0.966 | |
| DiRecNetV2Parameters=799,380, Model Size (MB)=3.20, FLOPS=1.09G, Resolution=224x2242025.01 | 0.964 | |
| DiRecNetV2Parameters=799,380, Model Size (MB)=3.20, FLOPs=1.09G2025.12 | 0.964 | |
| TakuNetPrecision=FP-16, Parameters=37,444, Model Size (MB)=0.15, FLOPS=31.38M, Resolution=224x2242025.01 | 0.958 | |
| TakuNetFP=16Parameters=37,444, Model Size (MB)=0.15, FLOPs=31.38M2025.12 | 0.958 | |
| TakuNetPrecision=FP-32, Parameters=37,444, Model Size (MB)=0.15, FLOPS=31.38M, Resolution=224x2242025.01 | 0.954 | |
| TakuNetFP=32Parameters=37,444, Model Size (MB)=0.15, FLOPs=31.38M2025.12 | 0.954 | |
| EmergencyNetParameters=90,704, Model Size (MB)=0.360, FLOPS=61.96M, Resolution=224x2242025.01 | 0.952 | |
| EmergencyNetParameters=90,704, Model Size (MB)=0.36, FLOPs=61.96M2025.12 | 0.952 | |
| ConvNext TinyParameters=27,820,000, Model Size (MB)=111.29, FLOPS=4.46G, Resolution=224x2242025.01 | 0.94 | |
| ConvNext TinyParameters=27,820,000, Model Size (MB)=111.29, FLOPs=4.46G2025.12 | 0.94 | |
| GCVit XXtinyParameters=11,480,000, Model Size (MB)=45.93, FLOPS=1.94G, Resolution=224x2242025.01 | 0.932 | |
| GCVit XXtinyParameters=11,480,000, Model Size (MB)=45.93, FLOPs=1.94G2025.12 | 0.932 | |
| TinyEmergencyNetParameters=39,075, Model Size (MB)=0.160, FLOPS=31.57M, Resolution=224x2242025.01 | 0.928 | |
| TinyEmergencyNetParameters=39,075, Model Size (MB)=0.16, FLOPs=31.57M2025.12 | 0.928 | |
| MnasNetParameters=3,110,000, Model Size (MB)=12.43, FLOPS=0.34G, Resolution=224x2242025.01 | 0.897 | |
| MnasNetParameters=3,110,000, Model Size (MB)=12.43, FLOPs=0.34G2025.12 | 0.897 | |
| MobileNetV2Parameters=2,230,000, Model Size (MB)=8.92, FLOPS=0.33G, Resolution=224x2242025.01 | 0.893 | |
| MobileNetV2Parameters=2,230,000, Model Size (MB)=8.92, FLOPs=0.33G2025.12 | 0.893 | |
| MobileViT V2 0100Parameters=4,390,000, Model Size (MB)=17.56, FLOPS=1.41G, Resolution=224x2242025.01 | 0.875 | |
| MobileViT V2 0100Parameters=4,390,000, Model Size (MB)=17.56, FLOPs=1.41G2025.12 | 0.875 | |
| Vit TinyParameters=5,530,000, Model Size (MB)=22.1, FLOPS=1.08G, Resolution=224x2242025.01 | 0.873 | |
| Vit TinyParameters=5,530,000, Model Size (MB)=22.1, FLOPs=1.08G2025.12 | 0.873 | |
| Convit TinyParameters=5,520,000, Model Size (MB)=22.07, FLOPS=1.08G, Resolution=224x2242025.01 | 0.871 | |
| Convit TinyParameters=5,520,000, Model Size (MB)=22.07, FLOPs=1.08G2025.12 | 0.871 | |
| MobileNetV3 SmallParameters=930,000, Model Size (MB)=3.72, FLOPS=0.06G, Resolution=224x2242025.01 | 0.868 | |
| MobileNetV3 SmallParameters=930,000, Model Size (MB)=3.72, FLOPs=0.06G2025.12 | 0.868 | |
| EfficientNet-B0Parameters=4,010,000, Model Size (MB)=16.05, FLOPS=0.41G, Resolution=224x2242025.01 | 0.862 | |
| EfficientNet-B0Parameters=4,010,000, Model Size (MB)=16.05, FLOPs=0.41G2025.12 | 0.862 | |
| MobileViT xxsParameters=950,000, Model Size (MB)=3.81, FLOPS=0.26G, Resolution=224x2242025.01 | 0.859 | |
| MobileViT xxsParameters=950,000, Model Size (MB)=3.81, FLOPs=0.26G2025.12 | 0.859 | |
| MobileViT sParameters=4,940,000, Model Size (MB)=19.76, FLOPS=1.42G, Resolution=224x2242025.01 | 0.855 | |
| MobileViT sParameters=4,940,000, Model Size (MB)=19.76, FLOPs=1.42G2025.12 | 0.855 | |
| ShuffleNet V2Parameters=1,260,000, Model Size (MB)=5.03, FLOPS=0.15G, Resolution=224x2242025.01 | 0.852 | |
| ShuffleNet V2Parameters=1,260,000, Model Size (MB)=5.03, FLOPs=0.15G2025.12 | 0.852 | |
| SqueezeNetParameters=730,000, Model Size (MB)=2.90, FLOPS=0.26G, Resolution=224x2242025.01 | 0.845 | |
| SqueezeNetParameters=730,000, Model Size (MB)=2.90, FLOPs=0.26G2025.12 | 0.845 | |
| MobileViT xsParameters=1,930,000, Model Size (MB)=7.74, FLOPS=0.71G, Resolution=224x2242025.01 | 0.837 | |
| MobileViT xsParameters=1,930,000, Model Size (MB)=7.74, FLOPs=0.71G2025.12 | 0.837 | |
| MobileViT V2 050Parameters=1,110,000, Model Size (MB)=4.46, FLOPS=0.36G, Resolution=224x2242025.01 | 0.834 | |
| MobileVit V2 050Parameters=1,110,000, Model Size (MB)=4.46, FLOPs=0.36G2025.12 | 0.834 |