Aerial Image Classification on AIDER (test)
81.57F1 ScoreVeloxNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VeloxNetParameters=399,366, FLOPs (M)=461, Size (MB)=1.522026.03 | 81.57 | 81.66 | 81.55 | 347.57 | |
| SqueezeNetParameters=740,970, FLOPs (M)=806, Size (MB)=2.852026.03 | 75.25 | 78.58 | 75.15 | 357.73 | |
| ConvNeXt V2Parameters=27,870,341, FLOPs (M)=4,455, Size (MB)=106.322026.03 | 73.94 | 74.6 | 74.17 | 154.88 | |
| ShuffleNetParameters=1,258,729, FLOPs (M)=152, Size (MB)=4.862026.03 | 73.45 | 73.73 | 73.59 | 175.96 | |
| MobileNetV1Parameters=3,212,101, FLOPs (M)=588, Size (MB)=12.342026.03 | 73.13 | 74.13 | 73.2 | 411.3 | |
| MobileNetV2Parameters=2,230,277, FLOPs (M)=326, Size (MB)=8.642026.03 | 72.94 | 73.56 | 73.01 | 213.48 | |
| EdgeViTParameters=2,856,197, FLOPs (M)=554, Size (MB)=10.902026.03 | 71.74 | 72.12 | 71.65 | 384.87 | |
| EfficientNetParameters=3,812,005, FLOPs (M)=396, Size (MB)=14.692026.03 | 67.6 | 69.08 | 68.16 | 152.39 | |
| MobileNetV3Parameters=3,660,573, FLOPs (M)=233, Size (MB)=14.062026.03 | 63.96 | 65.46 | 63.88 | 160.52 | |
| ConvNeXtParameters=27,823,973, FLOPs (M)=4,455, Size (MB)=106.142026.03 | 62.86 | 65.27 | 62.72 | 225.29 | |
| gMLPParameters=19,179,017, FLOPs (M)=4,443, Size (MB)=73.162026.03 | 52.74 | 52.84 | 53.2 | 122.88 | |
| FasterViTParameters=3,168,005, FLOPs (M)=612, Size (MB)=12.092026.03 | 39.96 | 67.41 | 35.3 | 277.54 |