Semantic Segmentation on Cityscapes (val) (mIoU, Latency, MACs)
75.19mIoUSqueezeNAS LAT XLarge
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SqueezeNAS LAT XLargeMACs (G)=32.73, Params (M)=32019.08 | 75.19 | 152.98 | 213.94 | |
| SqueezeNAS MAC XLargeMACs (G)=21.84, Params (M)=1.82019.08 | 74.54 | 156.41 | 139.63 | |
| SqueezeNAS LAT LargeMACs (G)=19.57, Params (M)=1.92019.08 | 73.62 | 98.28 | 199.17 | |
| SqueezeNAS MAC LargeMACs (G)=9.39, Params (M)=0.732019.08 | 72.4 | 102.9 | 91.21 | |
| MobileNetV3-LargeMACs (G)=9.74, Params (M)=1.512019.08 | 72.36 | 92.78 | 104.97 | |
| MobileNetV2MACs (G)=21.27, Params (M)=5.752019.08 | 70.71 | — | — | |
| MobileNetV3-SmallMACs (G)=2.9, Params (M)=0.472019.08 | 68.38 | 44.01 | 65.89 | |
| SqueezeNAS LAT SmallMACs (G)=4.47, Params (M)=0.482019.08 | 68.02 | 34.57 | 129.17 | |
| SqueezeNAS MAC SmallMACs (G)=3.01, Params (M)=0.32019.08 | 66.76 | 46.01 | 65.37 | |
| EDANetMACs (G)=8.97, Params (M)=0.682019.08 | 65.11 | — | — | |
| C3MACs (G)=6.29, Params (M)=0.192019.08 | 61.96 | — | — |