Object Detection on MM-AU accident window V2 1.0 (test)
0.66mAP50DiffusionDet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DiffusionDetYears=2023, Anchor=false, #Params.=26.82M2024.03 | 0.66 | 0.716 | |
| YOLOv5sYears=2021, Anchor=true, GFlops=8.13G, #Params.=12.35M2024.03 | 0.636 | 0.712 | |
| YOLOv8Years=2023, Anchor=false, GFlops=14.28G, #Params.=11.14M2024.03 | 0.597 | 0.703 | |
| Deformable-DeTRYears=2021, Anchor=false, GFlops=0.18T, #Params.=40.1M2024.03 | 0.587 | 0.626 | |
| YOLOXYears=2021, Anchor=false, GFlops=13.33G, #Params.=8.94M2024.03 | 0.54 | 0.626 | |
| CascadeRPNYears=2019, Anchor=true, GFlops=0.18T, #Params.=41.97M2024.03 | 0.532 | 0.624 | |
| FasterRCNNYears=2015, Anchor=true, GFlops=0.19T, #Params.=41.38M2024.03 | 0.497 | 0.509 | |
| CornerNetYears=2018, Anchor=false, GFlops=0.71T, #Params.=201M2024.03 | 0.456 | 0.598 | |
| DeTRYears=2020, Anchor=false, GFlops=44.55G, #Params.=28.83M2024.03 | 0.254 | 0.318 | |
| CenterNetYears=2019, Anchor=false, GFlops=20.38G, #Params.=14.21M2024.03 | 0.155 | 0.257 | |
| EfficientNetYears=2020, Anchor=false, GFlops=57.28G, #Params.=18.46M2024.03 | 0.073 | 0.133 |