Semantic Segmentation on Cityscapes 1.0 (test)
44.9mIoUPin the Memory
Evaluation results
| Method | Links | |
|---|---|---|
| Pin the MemoryBackbone=ResNet-101, Seg. model=DeepLabV22022.04 | 44.9 | |
| FSDRBackbone=ResNet-101, Seg. model=DeepLabV22022.04 | 44.75 | |
| Pin the MemoryBackbone=ResNet-50, Seg. model=DeepLabV3+2022.04 | 41 | |
| DRPCBackbone=ResNet-50, Seg. model=FCN-8s2022.04 | 37.4 | |
| MLDGBackbone=ResNet-50, Seg. model=DeepLabV3+2022.04 | 36.7 | |
| RobustNetBackbone=ResNet-50, Seg. model=DeepLabV3+2022.04 | 36.6 | |
| IBN-NetBackbone=ResNet-50, Seg. model=DeepLabV3+2022.04 | 33.9 | |
| BaselineBackbone=ResNet-50, Seg. model=FCN-8s2022.04 | 32.5 | |
| BaselineBackbone=ResNet-50, Seg. model=DeepLabV3+, Comparison=with MLDG2022.04 | 31.6 | |
| BaselineBackbone=ResNet-50, Seg. model=DeepLabV3+2022.04 | 29 |