Semantic Segmentation on Mapillary Vistas (test)
44.76mIoUReVT {1,4,6}
Evaluation Results
| Method | Links | |
|---|---|---|
| ReVT {1,4,6}Encoder=MiT-B5, Parameters=84.7M, Single Source=true, Frame Rate (fps)=9.72023.08 | 44.76 | |
| ReVT {4,5,6}Encoder=MiT-B5, Parameters=84.7M, Single Source=true, Frame Rate (fps)=9.72023.08 | 43.99 | |
| ReVT {1,4,6}Encoder=MiT-B3, Parameters=47.2M, Single Source=true, Frame Rate (fps)=10.72023.08 | 43 | |
| ReVT {4,5,6}Encoder=MiT-B3, Parameters=47.2M, Single Source=true, Frame Rate (fps)=10.72023.08 | 42.86 | |
| BaselineEncoder=MiT-B5, Parameters=84.7M, Single Source=true, Frame Rate (fps)=9.72023.08 | 42.51 | |
| BaselineEncoder=MiT-B3, Parameters=47.2M, Single Source=true, Frame Rate (fps)=10.72023.08 | 40.47 | |
| ReVT {1,4,6}Encoder=MiT-B2, Parameters=27.4M, Single Source=true, Frame Rate (fps)=122023.08 | 40.44 | |
| ReVT {4,5,6}Encoder=MiT-B2, Parameters=27.4M, Single Source=true, Frame Rate (fps)=122023.08 | 40.21 | |
| FSDREncoder=ResNet-101, Parameters=68.6M, Single Source=false, Frame Rate (fps)=5.32023.08 | 39.6 | |
| BaselineEncoder=MiT-B2, Parameters=27.4M, Single Source=true, Frame Rate (fps)=122023.08 | 38.37 | |
| SAN+SAWEncoder=ResNet-101, Parameters=44.6M, Single Source=true, Frame Rate (fps)=5.32023.08 | 37.26 | |
| SAN+SAWEncoder=ResNet-50, Parameters=25.6M, Single Source=true, Frame Rate (fps)=8.12023.08 | 34.52 | |
| DRPCEncoder=ResNet-101, Parameters=68.6M, Single Source=false, Frame Rate (fps)=5.32023.08 | 34.12 | |
| DRPCEncoder=ResNet-50, Parameters=49.6M, Single Source=false, Frame Rate (fps)=8.32023.08 | 32.74 | |
| BaselineEncoder=ResNet-101, Parameters=68.6M, Single Source=true, Frame Rate (fps)=7.92023.08 | 28.73 | |
| BaselineEncoder=ResNet-50, Parameters=49.6M, Single Source=true, Frame Rate (fps)=7.92023.08 | 27.24 |