Depth-aware Panoptic Segmentation on Cityscapes-DPS (val)
68.7DPQViP-DeepLab
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ViP-DeepLabBackbone=WR-41, Extra Data=MV, CSV, test-time augmentation=true, lambda=0.52022.06 | 68.7 | 61.4 | 74 | |
| PanopticDepthBackbone=Swin-S, test-time augmentation=false, lambda=0.52022.06 | 67.4 | 62.5 | 71 | |
| ViP-DeepLabBackbone=WR-41, Extra Data=MV, CSV, test-time augmentation=true, lambda=0.252022.06 | 66.5 | 60.4 | 71 | |
| PanopticDepthBackbone=Swin-T, test-time augmentation=false, lambda=0.52022.06 | 66.5 | 61 | 70.5 | |
| PanopticDepthBackbone=R-50, test-time augmentation=false, lambda=0.52022.06 | 65.6 | 59.2 | 70.2 | |
| PanopticDepthBackbone=Swin-S, test-time augmentation=false, lambda=0.252022.06 | 65 | 61.4 | 67.7 | |
| PanopticDepthBackbone=Swin-T, test-time augmentation=false, lambda=0.252022.06 | 64.1 | 59.9 | 67.2 | |
| PanopticDepthBackbone=R-50, test-time augmentation=false, lambda=0.252022.06 | 62.3 | 57 | 66.1 | |
| ViP-DeepLabBackbone=WR-41, Extra Data=MV, CSV, test-time augmentation=true, lambda=mean2022.06 | 61.9 | 55.9 | 66.3 | |
| PanopticDepthBackbone=Swin-S, test-time augmentation=false, lambda=mean2022.06 | 60.4 | 56 | 63.6 | |
| PanopticDepthBackbone=Swin-T, test-time augmentation=false, lambda=mean2022.06 | 59.7 | 55.2 | 63 | |
| PanopticDepthBackbone=R-50, test-time augmentation=false, lambda=mean2022.06 | 57 | 52.3 | 60.5 | |
| ViP-DeepLabBackbone=WR-41, Extra Data=MV, CSV, test-time augmentation=true, lambda=0.12022.06 | 50.5 | 45.8 | 53.9 | |
| PanopticDepthBackbone=Swin-S, test-time augmentation=false, lambda=0.12022.06 | 48.8 | 44.2 | 52.3 | |
| PanopticDepthBackbone=Swin-T, test-time augmentation=false, lambda=0.12022.06 | 48.6 | 44.8 | 51.3 | |
| PanopticDepthBackbone=R-50, test-time augmentation=false, lambda=0.12022.06 | 43.2 | 40.7 | 45.1 |