Semantic Segmentation on Cityscapes (Performance, Efficiency, and Correlation Metrics)
84.3mIoU (%)DCNAS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DCNASProxyless=true2020.03 | 84.3 | 294.6 | 5.6 | 0.73 | 0.55 | |
| DPCProxyless=false2020.03 | 82.7 | 684 | 2,600 | 0.46 | 0.37 | |
| Auto-DeepLabProxyless=false2020.03 | 82.1 | 695 | 3 | 0.31 | 0.21 | |
| Fast-NASProxyless=false2020.03 | 78.9 | 435.7 | 8 | 0.42 | 0.33 | |
| GASProxyless=true2020.03 | 73.5 | — | 6.7 | — | — | |
| CASProxyless=true2020.03 | 72.3 | — | — | — | — | |
| FasterSegProxyless=false2020.03 | 71.5 | 28.2 | 2 | 0.35 | 0.25 | |
| SparseMaskProxyless=false2020.03 | 68.6 | 36.4 | 4.2 | 0.49 | 0.38 |