Semantic Segmentation on GTA5 (dev)
44.99mIoUReVT {4,5,6}
Evaluation Results
| Method | Links | |
|---|---|---|
| ReVT {4,5,6}Encoder=MiT-B3, Parameters=47.2M, Single Source=true, Frame Rate (fps)=10.72023.08 | 44.99 | |
| ReVT {1,4,6}Encoder=MiT-B3, Parameters=47.2M, Single Source=true, Frame Rate (fps)=10.72023.08 | 44.42 | |
| ReVT {4,5,6}Encoder=MiT-B5, Parameters=84.7M, Single Source=true, Frame Rate (fps)=9.72023.08 | 43.25 | |
| BaselineEncoder=MiT-B5, Parameters=84.7M, Single Source=true, Frame Rate (fps)=9.72023.08 | 42.82 | |
| ReVT {1,4,6}Encoder=MiT-B5, Parameters=84.7M, Single Source=true, Frame Rate (fps)=9.72023.08 | 42.74 | |
| BaselineEncoder=MiT-B3, Parameters=47.2M, Single Source=true, Frame Rate (fps)=10.72023.08 | 41.53 | |
| ReVT {4,5,6}Encoder=MiT-B2, Parameters=27.4M, Single Source=true, Frame Rate (fps)=122023.08 | 40.88 | |
| ReVT {1,4,6}Encoder=MiT-B2, Parameters=27.4M, Single Source=true, Frame Rate (fps)=122023.08 | 39.87 | |
| BaselineEncoder=MiT-B2, Parameters=27.4M, Single Source=true, Frame Rate (fps)=122023.08 | 37.83 | |
| SAN+SAWEncoder=ResNet-101, Parameters=44.6M, Single Source=true, Frame Rate (fps)=5.32023.08 | 30.79 | |
| SAN+SAWEncoder=ResNet-50, Parameters=25.6M, Single Source=true, Frame Rate (fps)=8.12023.08 | 29.16 |