Object Detection on MS-COCO 117K train 5K (val)
27.7mAPMobileViTv1-S
Evaluation Results
| Method | Links | |
|---|---|---|
| MobileViTv1-S# Params (M)=5.72022.09 | 27.7 | |
| MobileViTv3-S# Params (M)=5.52022.09 | 27.3 | |
| MobileViTv3-1.0# Params (M)=5.82022.09 | 27 | |
| MobileViTv2-1.0# Params (M)=5.62022.09 | 26.5 | |
| MobileViTv3-XS# Params (M)=2.72022.09 | 25.6 | |
| ResNet50# Params (M)=22.92022.09 | 25.2 | |
| VGG# Params (M)=35.62022.09 | 25.1 | |
| MobileViTv3-0.75# Params (M)=3.72022.09 | 25 | |
| MobileViTv1-XS# Params (M)=2.72022.09 | 24.8 | |
| MobileViTv2-0.75# Params (M)=3.62022.09 | 24.6 | |
| MNASNet# Params (M)=4.92022.09 | 23 | |
| MixNet# Params (M)=4.52022.09 | 22.3 | |
| MobileNetv1# Params (M)=5.12022.09 | 22.2 | |
| MobileNetv2# Params (M)=4.32022.09 | 22.1 | |
| MobileNetv3# Params (M)=4.92022.09 | 22 | |
| MobileViTv3-0.5# Params (M)=22022.09 | 21.8 | |
| MobileViTv2-0.5# Params (M)=22022.09 | 21.2 | |
| MobileViTv3-XXS# Params (M)=1.532022.09 | 19.3 | |
| MobileViTv1-XXS# Params (M)=1.52022.09 | 18.5 |