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ResearchFormerly WizWand

Object Detection on MS-COCO 117K train 5K (val)

27.7mAPMobileViTv1-S
18.13220.61623.125.584Sep 30, 2022
Updated 8mo ago

Evaluation results

MethodLinks
MobileViTv1-S# Params (M)=5.72022.0927.7
MobileViTv3-S# Params (M)=5.52022.0927.3
MobileViTv3-1.0# Params (M)=5.82022.0927
MobileViTv2-1.0# Params (M)=5.62022.0926.5
MobileViTv3-XS# Params (M)=2.72022.0925.6
ResNet50# Params (M)=22.92022.0925.2
VGG# Params (M)=35.62022.0925.1
MobileViTv3-0.75# Params (M)=3.72022.0925
MobileViTv1-XS# Params (M)=2.72022.0924.8
MobileViTv2-0.75# Params (M)=3.62022.0924.6
MNASNet# Params (M)=4.92022.0923
MixNet# Params (M)=4.52022.0922.3
MobileNetv1# Params (M)=5.12022.0922.2
MobileNetv2# Params (M)=4.32022.0922.1
MobileNetv3# Params (M)=4.92022.0922
MobileViTv3-0.5# Params (M)=22022.0921.8
MobileViTv2-0.5# Params (M)=22022.0921.2
MobileViTv3-XXS# Params (M)=1.532022.0919.3
MobileViTv1-XXS# Params (M)=1.52022.0918.5