Fetal heart view classification on Fetal heart views classification dataset first-trimester (test)
90.57AccuracyUSF-MAE
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| USF-MAEArchitecture=Transformer (MAE), Pre-training=OpenUS-46 [5]2025.12 | 90.57 | 91.15 | 90.57 | 90.71 | |
| ResNet-18Architecture=CNN, Pre-training=ImageNet [9]2025.12 | 88.54 | 89.41 | 88.54 | 88.73 | |
| ViT-B/16Architecture=Transformer, Pre-training=ImageNet [9]2025.12 | 87.16 | 87.16 | 87.16 | 87.16 | |
| ResNet-50Architecture=CNN, Pre-training=ImageNet [9]2025.12 | 86.95 | 88.08 | 86.95 | 87.26 |