Object Detection on M3FD (Precision, Recall, mAP@0.5, mAP@0.5:0.95)
87.9PrecisionPDI-Net
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PDI-NetParams (M)=9.2, FLOPs (G)=47.8, Speed (ms)=5.8, Resolution=640x4802026.05 | 87.9 | 74.6 | 83.3 | 57 | |
| ESODParams (M)=13.6, FLOPs (G)=21.4, Speed (ms)=10.6, Resolution=640x4802026.05 | 83.3 | 63 | 75.6 | 48.5 | |
| DeepDenoisingParams (M)=7.5, FLOPs (G)=92.1, Speed (ms)=10.1, Resolution=640x4802026.05 | 82.8 | 57.8 | 72.3 | 47.8 | |
| IA-YOLOParams (M)=61.8, FLOPs (G)=117.4, Speed (ms)=28.1, Resolution=640x4802026.05 | 77.6 | 58.5 | 69.7 | 39.9 |