Object Detection on MM-AU 1.0 (test)
74.8mAP50YOLOv5s
Evaluation results
| Method | Links | ||
|---|---|---|---|
| YOLOv5sYears=2021, Anchor=true, GFlops=8.13G, #Params.=12.35M2024.03 | 74.8 | 76.4 | |
| DiffusionDetYears=2023, Anchor=false, #Params.=26.82M2024.03 | 73.3 | 74.5 | |
| YOLOv8Years=2023, Anchor=false, GFlops=14.28G, #Params.=11.14M2024.03 | 71.5 | 75.3 | |
| YOLOXYears=2021, Anchor=false, GFlops=13.33G, #Params.=8.94M2024.03 | 67.2 | 69.8 | |
| FasterRCNNYears=2015, Anchor=true, GFlops=0.19T, #Params.=41.38M2024.03 | 66.6 | 62.3 | |
| CascadeRPNYears=2019, Anchor=true, GFlops=0.18T, #Params.=41.97M2024.03 | 66.4 | 69.6 | |
| Deformable-DeTRYears=2021, Anchor=false, GFlops=0.18T, #Params.=40.1M2024.03 | 66.1 | 66.8 | |
| CornerNetYears=2018, Anchor=false, GFlops=0.71T, #Params.=201M2024.03 | 48.5 | 61.9 | |
| DeTRYears=2020, Anchor=false, GFlops=44.55G, #Params.=28.83M2024.03 | 37.7 | 40.3 | |
| EfficientNetYears=2020, Anchor=false, GFlops=57.28G, #Params.=18.46M2024.03 | 31 | 41.2 | |
| CenterNetYears=2019, Anchor=false, GFlops=20.38G, #Params.=14.21M2024.03 | 5.1 | 23.3 |