Object Detection on MEIS
47.15mAPRAMEM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RAMEMBackbone=UPANet80 V2, FPS (RTX 4090)=52.22, FLOPs (G)=100.85, Size (M)=40.282023.08 | 47.15 | 51.2 | |
| maYOLACTBackbone=ResNet50, FPS (RTX 4090)=36.13, FLOPs (G)=48.26, Size (M)=30.382023.08 | 46.29 | 49.59 | |
| maYOLACTBackbone=CSP-DarkNet, FPS (RTX 4090)=34.65, FLOPs (G)=61.73, Size (M)=45.42023.08 | 46.18 | 50.25 | |
| RTMDet (ins-X)Backbone=CSP-DarkNet, FPS (RTX 4090)=56.22, FLOPs (G)=93.87, Size (M)=80.372023.08 | 44.75 | 49.33 | |
| maYOLACTBackbone=SwinTransformer (Tiny), FPS (RTX 4090)=32.99, FLOPs (G)=24.96, Size (M)=33.82023.08 | 39.55 | 40.99 |