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ResearchFormerly WizWand

Semantic Segmentation on GTA5 (dev)

44.99mIoUReVT {4,5,6}
28.526832.800937.07541.3491Aug 25, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ReVT {4,5,6}Encoder=MiT-B3, Parameters=47.2M, Single Source=true, Frame Rate (fps)=10.72023.0844.99
ReVT {1,4,6}Encoder=MiT-B3, Parameters=47.2M, Single Source=true, Frame Rate (fps)=10.72023.0844.42
ReVT {4,5,6}Encoder=MiT-B5, Parameters=84.7M, Single Source=true, Frame Rate (fps)=9.72023.0843.25
BaselineEncoder=MiT-B5, Parameters=84.7M, Single Source=true, Frame Rate (fps)=9.72023.0842.82
ReVT {1,4,6}Encoder=MiT-B5, Parameters=84.7M, Single Source=true, Frame Rate (fps)=9.72023.0842.74
BaselineEncoder=MiT-B3, Parameters=47.2M, Single Source=true, Frame Rate (fps)=10.72023.0841.53
ReVT {4,5,6}Encoder=MiT-B2, Parameters=27.4M, Single Source=true, Frame Rate (fps)=122023.0840.88
ReVT {1,4,6}Encoder=MiT-B2, Parameters=27.4M, Single Source=true, Frame Rate (fps)=122023.0839.87
BaselineEncoder=MiT-B2, Parameters=27.4M, Single Source=true, Frame Rate (fps)=122023.0837.83
SAN+SAWEncoder=ResNet-101, Parameters=44.6M, Single Source=true, Frame Rate (fps)=5.32023.0830.79
SAN+SAWEncoder=ResNet-50, Parameters=25.6M, Single Source=true, Frame Rate (fps)=8.12023.0829.16