Semantic Segmentation on Cityscapes (Overall Accuracy, Mean Accuracy, Mean IoU)
95.89Overall AccuracyRepL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RepLBackbone=DeepLabV3Plus-R101, GPU Memory (GB)=28.92, Time (s/epoch)=862026.05 | 95.89 | 84.02 | 76.31 | |
| E2EBackbone=DeepLabV3Plus-R101, GPU Memory (GB)=34.42, Time (s/epoch)=1012026.05 | 95.84 | 83.24 | 75.53 | |
| RepLBackbone=DeepLabV3Plus-R50, GPU Memory (GB)=22.67, Time (s/epoch)=692026.05 | 95.71 | 82.21 | 75.25 | |
| E2EBackbone=DeepLabV3Plus-R50, GPU Memory (GB)=26.81, Time (s/epoch)=822026.05 | 95.66 | 81.89 | 74.61 | |
| RepLBackbone=DeepLabV3-R101, GPU Memory (GB)=25.90, Time (s/epoch)=822026.05 | 95.54 | 82.71 | 74.55 | |
| E2EBackbone=DeepLabV3-R101, GPU Memory (GB)=30.91, Time (s/epoch)=952026.05 | 95.51 | 82.31 | 74.41 | |
| RepLBackbone=DeepLabV3-R50, GPU Memory (GB)=20.28, Time (s/epoch)=682026.05 | 95.32 | 81.14 | 73.81 | |
| E2EBackbone=DeepLabV3-R50, GPU Memory (GB)=23.90, Time (s/epoch)=802026.05 | 95.27 | 80.83 | 73.34 |