Image Classification on LDD (test)
91.85F1 ScoreVeloxNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VeloxNetParameters=399,366, FLOPs (M)=461, Size (MB)=1.52, FPS=356.862026.03 | 91.85 | 92.1 | 91.76 | |
| SqueezeNetParameters=740,970, FLOPs (M)=810, Size (MB)=2.85, FPS=367.762026.03 | 89.34 | 89.73 | 89.41 | |
| ConvNeXt V2Parameters=27,870,341, FLOPs (M)=4,450, Size (MB)=106.32, FPS=159.712026.03 | 83.68 | 83.98 | 83.73 | |
| MobileNetV2Parameters=2,230,277, FLOPs (M)=330, Size (MB)=8.64, FPS=226.122026.03 | 82.77 | 83.42 | 82.94 | |
| MobileNetV1Parameters=3,212,101, FLOPs (M)=590, Size (MB)=12.34, FPS=414.292026.03 | 82.71 | 83.58 | 82.94 | |
| ShuffleNetParameters=1,258,729, FLOPs (M)=150, Size (MB)=4.86, FPS=182.292026.03 | 80.95 | 81.66 | 81.18 | |
| EdgeViTParameters=2,856,197, FLOPs (M)=550, Size (MB)=10.90, FPS=388.842026.03 | 78.09 | 78.39 | 78.24 | |
| ConvNeXtParameters=27,823,973, FLOPs (M)=4,450, Size (MB)=106.14, FPS=224.612026.03 | 77.98 | 79.15 | 78.04 | |
| EfficientNetParameters=3,812,005, FLOPs (M)=400, Size (MB)=14.69, FPS=155.682026.03 | 77.67 | 81.01 | 78.04 | |
| MobileNetV3Parameters=3,660,573, FLOPs (M)=230, Size (MB)=14.06, FPS=163.092026.03 | 77.04 | 77.44 | 77.25 | |
| gMLPParameters=19,179,017, FLOPs (M)=4,440, Size (MB)=73.16, FPS=137.662026.03 | 76.08 | 76.09 | 76.27 | |
| FasterViTParameters=3,168,005, FLOPs (M)=610, Size (MB)=12.09, FPS=282.022026.03 | 7.36 | 70.94 | 12.51 |