Image Classification on CDD (test)
77.46F1 ScoreVeloxNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VeloxNetParameters=399,366, FLOPs=461, Size=1.52, FPS=358.422026.03 | 77.46 | 77.67 | 77.64 | |
| EfficientNetParameters=3,812,005, FLOPs=400, Size=14.69, FPS=151.582026.03 | 65.54 | 66.49 | 66.31 | |
| MobileNetV1Parameters=3,212,101, FLOPs=590, Size=12.34, FPS=426.022026.03 | 62.26 | 64.28 | 62.43 | |
| MobileNetV2Parameters=2,230,277, FLOPs=330, Size=8.64, FPS=230.792026.03 | 61.33 | 61.29 | 61.52 | |
| ShuffleNetParameters=1,258,729, FLOPs=150, Size=4.86, FPS=177.182026.03 | 60.65 | 61.25 | 60.99 | |
| EdgeViTParameters=2,856,197, FLOPs=550, Size=10.90, FPS=369.142026.03 | 58.14 | 57.41 | 57.41 | |
| ConvNeXt V2Parameters=27,870,341, FLOPs=4,450, Size=106.32, FPS=134.272026.03 | 54.97 | 56.65 | 56.96 | |
| MobileNetV3Parameters=3,660,573, FLOPs=230, Size=14.06, FPS=169.882026.03 | 52.68 | 53.11 | 53.08 | |
| ConvNeXtParameters=27,823,973, FLOPs=4,450, Size=106.14, FPS=190.052026.03 | 51.99 | 52.28 | 52.55 | |
| SqueezeNetParameters=740,970, FLOPs=810, Size=2.85, FPS=358.962026.03 | 46.63 | 69.96 | 50.87 | |
| gMLPParameters=19,179,017, FLOPs=4,440, Size=73.16, FPS=136.132026.03 | 45.27 | 45.62 | 45.17 | |
| FasterViTParameters=3,168,005, FLOPs=610, Size=12.09, FPS=264.052026.03 | 17.99 | 64.04 | 17.99 |