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ResearchFormerly WizWand

Object Detection and Instance Segmentation on COCO (val)

48.5AP (Box)BootMAE
43.92445.11246.347.488Jul 14, 2022
Updated 8mo ago

Evaluation results

MethodLinks
BootMAEBackbone=ViT-B, Framework=Mask R-CNN, Schedule=1x, Pre-train epochs=8002022.0748.543.4
MAE*Backbone=ViT-B, Framework=Mask R-CNN, Schedule=1x, Pre-train epochs=16002022.0747.242
MAEBackbone=ViT-B, Framework=Mask R-CNN, Schedule=1x, Pre-train epochs=8002022.0746.841.9
BEITBackbone=ViT-B, Framework=Mask R-CNN, Schedule=1x, Pre-train epochs=8002022.0746.341.1
MoCoBackbone=ViT-B, Framework=Mask R-CNN, Schedule=1x, Pre-train epochs=3002022.0744.940.4
SupervisedBackbone=ViT-B, Framework=Mask R-CNN, Schedule=1x, Pre-train epochs=3002022.0744.139.8