Object Detection on MM-AU 1.0 (val)
75.7mAP50YOLOv5s
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| YOLOv5sYears=2021, Anchor=true, GFlops=8.13G, #Params.=12.35M2024.03 | 75.7 | 76.6 | |
| DiffusionDetYears=2023, Anchor=false, #Params.=26.82M2024.03 | 73.1 | 74.9 | |
| YOLOv8Years=2023, Anchor=false, GFlops=14.28G, #Params.=11.14M2024.03 | 71.6 | 75.4 | |
| FasterRCNNYears=2015, Anchor=true, GFlops=0.19T, #Params.=41.38M2024.03 | 67.4 | 63.4 | |
| YOLOXYears=2021, Anchor=false, GFlops=13.33G, #Params.=8.94M2024.03 | 67.3 | 70.9 | |
| CascadeRPNYears=2019, Anchor=true, GFlops=0.18T, #Params.=41.97M2024.03 | 66.2 | 69.9 | |
| Deformable-DeTRYears=2021, Anchor=false, GFlops=0.18T, #Params.=40.1M2024.03 | 66 | 67.1 | |
| CornerNetYears=2018, Anchor=false, GFlops=0.71T, #Params.=201M2024.03 | 49.5 | 62.5 | |
| DeTRYears=2020, Anchor=false, GFlops=44.55G, #Params.=28.83M2024.03 | 36.7 | 40.7 | |
| EfficientNetYears=2020, Anchor=false, GFlops=57.28G, #Params.=18.46M2024.03 | 31 | 41.7 | |
| CenterNetYears=2019, Anchor=false, GFlops=20.38G, #Params.=14.21M2024.03 | 5.4 | 23.8 |