Portrait Segmentation on EG1800 (val)
91.9F1 ScorePortraitNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PortraitNetParameters (M)=2.08, FPS=3.3, FLOPs (G)=0.325, Input size=224 x 224, Environment=Intel Core i5-7200 CPU2019.11 | 91.9 | 95.99 | |
| EnetParameters (M)=0.355, FPS=8.06, FLOPs (G)=0.346, Input size=224 x 224, Environment=Intel Core i5-7200 CPU2019.11 | 91.7 | 95.16 | |
| BiSeNetParameters (M)=0.124, FPS=2.99, FLOPs (G)=2.31, Input size=224 x 224, Environment=Intel Core i5-7200 CPU2019.11 | 90.8 | 94.91 | |
| ContextNet12Parameters (M)=0.838, FPS=1.55, FLOPs (G)=1.87, Input size=224 x 224, Environment=Intel Core i5-7200 CPU2019.11 | 89.6 | 95.71 | |
| SINet+Parameters (M)=0.087, FPS=12.35, FLOPs (G)=0.064, Input size=224 x 224, Environment=Intel Core i5-7200 CPU, Augmented dataset=true2019.11 | 89.2 | 95.29 | |
| SINetParameters (M)=0.087, FPS=12.35, FLOPs (G)=0.064, Input size=224 x 224, Environment=Intel Core i5-7200 CPU2019.11 | 88.4 | 94.81 | |
| ESPNetParameters (M)=0.345, FPS=6.99, FLOPs (G)=0.328, Input size=224 x 224, Environment=Intel Core i5-7200 CPU2019.11 | 88.3 | 94.65 | |
| ESPNetV2(2.0)Parameters (M)=0.778, FPS=3.65, FLOPs (G)=0.231, Input size=224 x 224, Environment=Intel Core i5-7200 CPU2019.11 | 87.2 | 94.71 | |
| DS-ESPNetParameters (M)=0.143, FPS=7.75, FLOPs (G)=0.199, Input size=224 x 224, Environment=Intel Core i5-7200 CPU, Depth-wise separable convolution=true2019.11 | 86.6 | 94.1 | |
| ESPNetV2(1.5)Parameters (M)=0.458, FPS=4.95, FLOPs (G)=0.137, Input size=224 x 224, Environment=Intel Core i5-7200 CPU2019.11 | 86.1 | 94 | |
| DS-ESPNet(0.5)Parameters (M)=0.064, FPS=9.26, FLOPs (G)=0.139, Input size=224 x 224, Environment=Intel Core i5-7200 CPU, Depth-wise separable convolution=true2019.11 | 85.9 | 93.58 | |
| MobileNetV3Parameters (M)=0.458, FPS=10.87, FLOPs (G)=0.066, Input size=224 x 224, Environment=Intel Core i5-7200 CPU2019.11 | 85.4 | 94.19 |