Segmentation on EchoNet 15 (test)
92.8DicennU-Net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| nnU-NetBackbone=U-Net, Runtime [cpu]=14.86, Runtime [gpu]=1.05, Parameters=7.3 M2022.07 | 92.8 | 2.3 | |
| EchoGraphsBackbone=ResNet50, Runtime [cpu]=6.73, Runtime [gpu]=1.05, Parameters=27.1 M2022.07 | 92.1 | 2.2 | |
| EchoGraphsBackbone=ResNet18, Runtime [cpu]=2.68, Runtime [gpu]=0.46, Parameters=12.1 M2022.07 | 91.8 | 2.3 | |
| EchoNetBackbone=DeepLabV3, Runtime [cpu]=33.65, Runtime [gpu]=4.94, Parameters=39.6 M2022.07 | 91.7 | 2.5 | |
| EchoGraphsBackbone=MobileNetv2, Runtime [cpu]=2.45, Runtime [gpu]=0.68, Parameters=4.92 M2022.07 | 91.6 | 2.3 |