Hierarchical Semantic Segmentation on Mapillary Vistas 2.0 (val)
43.97mIoU (Level 1)HSSN MaskFormer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HSSN MaskFormerBackbone=Swin-Small2022.03 | 43.97 | 90.02 | 75.81 | |
| MaskFormerBackbone=Swin-Small2022.03 | 42.16 | 87.93 | 73.88 | |
| HSSN OCRNetBackbone=HRNet-W482022.03 | 41.13 | 86.46 | 72.34 | |
| HSSN DeepLabV3+Backbone=ResNet-1012022.03 | 40.16 | 85.27 | 71.4 | |
| MaskFormerBackbone=ResNet-1012022.03 | 39.6 | 84.56 | 70.82 | |
| HMSANetBackbone=HRNet-W482022.03 | 39.53 | 84.63 | 70.71 | |
| OCRNetBackbone=HRNet-W482022.03 | 38.26 | 83.19 | 69.32 | |
| SeamlessBackbone=ResNet-1012022.03 | 38.17 | — | — | |
| DeepLabV3+Backbone=ResNet-1012022.03 | 37.43 | 81.86 | 68.17 |