Semantic Segmentation on Mapillary 1.0 (val)
41.31mIoUPin the Memory
Evaluation results
| Method | Links | |
|---|---|---|
| Pin the MemoryBackbone=ResNet-101, Seg. model=DeepLabV22022.04 | 41.31 | |
| FSDRBackbone=ResNet-101, Seg. model=DeepLabV22022.04 | 40.87 | |
| RobustNetBackbone=ResNet-50, Seg. model=DeepLabV3+2022.04 | 40.3 | |
| IBN-NetBackbone=ResNet-50, Seg. model=DeepLabV3+2022.04 | 37.8 | |
| Pin the MemoryBackbone=ResNet-50, Seg. model=DeepLabV3+2022.04 | 37.4 | |
| DRPCBackbone=ResNet-50, Seg. model=FCN-8s2022.04 | 34.1 | |
| MLDGBackbone=ResNet-50, Seg. model=DeepLabV3+2022.04 | 32.2 | |
| BaselineBackbone=ResNet-50, Seg. model=DeepLabV3+, Comparison=with MLDG2022.04 | 29 | |
| BaselineBackbone=ResNet-50, Seg. model=DeepLabV3+2022.04 | 28.2 | |
| BaselineBackbone=ResNet-50, Seg. model=FCN-8s2022.04 | 25.7 |