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Model Zoo

NYU-V2(40 categories)

Architecture Backbone MS & Flip Shape Conv mIOU Config Params
DeepLabv3plus ResNeXt-101 True False 50.25% config Google Drive
DeepLabv3plus ResNeXt-101 True True 51.3% config Google Drive

NYU-V2(13 categories)

Architecture Backbone MS & Flip Shape Conv mIOU Config Params
DeepLabv3plus ResNeXt-101 True False 48.85% config Google Drive
DeepLabv3plus ResNeXt-101 True True 50.21% config Google Drive

SUN-RGBD

Architecture Backbone MS & Flip Shape Conv mIOU Config
DeepLabv3plus ResNet-101 True False 47.6% config
DeepLabv3plus ResNet-101 True True 48.6% config

SID(Stanford Indoor Dataset )

Architecture Backbone MS & Flip Shape Conv mIOU Config Params
DeepLabv3plus ResNet-101 False False 54.55% config Google Drive
DeepLabv3plus ResNet-101 False True 60.6% config Google Drive