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ResearchFormerly WizWand

Semantic Segmentation on Mapillary Vistas (test)

44.76mIoUReVT {1,4,6}
26.539231.26963640.7304Aug 25, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ReVT {1,4,6}Encoder=MiT-B5, Parameters=84.7M, Single Source=true, Frame Rate (fps)=9.72023.0844.76
ReVT {4,5,6}Encoder=MiT-B5, Parameters=84.7M, Single Source=true, Frame Rate (fps)=9.72023.0843.99
ReVT {1,4,6}Encoder=MiT-B3, Parameters=47.2M, Single Source=true, Frame Rate (fps)=10.72023.0843
ReVT {4,5,6}Encoder=MiT-B3, Parameters=47.2M, Single Source=true, Frame Rate (fps)=10.72023.0842.86
BaselineEncoder=MiT-B5, Parameters=84.7M, Single Source=true, Frame Rate (fps)=9.72023.0842.51
BaselineEncoder=MiT-B3, Parameters=47.2M, Single Source=true, Frame Rate (fps)=10.72023.0840.47
ReVT {1,4,6}Encoder=MiT-B2, Parameters=27.4M, Single Source=true, Frame Rate (fps)=122023.0840.44
ReVT {4,5,6}Encoder=MiT-B2, Parameters=27.4M, Single Source=true, Frame Rate (fps)=122023.0840.21
FSDREncoder=ResNet-101, Parameters=68.6M, Single Source=false, Frame Rate (fps)=5.32023.0839.6
BaselineEncoder=MiT-B2, Parameters=27.4M, Single Source=true, Frame Rate (fps)=122023.0838.37
SAN+SAWEncoder=ResNet-101, Parameters=44.6M, Single Source=true, Frame Rate (fps)=5.32023.0837.26
SAN+SAWEncoder=ResNet-50, Parameters=25.6M, Single Source=true, Frame Rate (fps)=8.12023.0834.52
DRPCEncoder=ResNet-101, Parameters=68.6M, Single Source=false, Frame Rate (fps)=5.32023.0834.12
DRPCEncoder=ResNet-50, Parameters=49.6M, Single Source=false, Frame Rate (fps)=8.32023.0832.74
BaselineEncoder=ResNet-101, Parameters=68.6M, Single Source=true, Frame Rate (fps)=7.92023.0828.73
BaselineEncoder=ResNet-50, Parameters=49.6M, Single Source=true, Frame Rate (fps)=7.92023.0827.24