Fetal Birth Weight Estimation on blind-sweep ultrasound dataset near-term (test)
161.34MAE (g)Anatomy-Guided and Redundancy-Aware Framework
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Anatomy-Guided and Redundancy-Aware FrameworkASF=enabled, RAFC=enabled2026.07 | 161.34 | 4.89 | 90.23 | 100 | 3.47 | |
| Hadlock-42026.07 | 183.57 | 5.6 | 82.18 | 97.13 | 4.13 | |
| INTERGROWTH-21st2026.07 | 216.63 | 6.48 | 77.59 | 94.83 | 4.34 | |
| USFM2026.07 | 247.26 | 6.67 | 79.6 | 91.54 | 6.25 | |
| ViFi-CLIP2026.07 | 284.94 | 8.62 | 63.79 | 84.48 | 6.57 | |
| SelectGA2026.07 | 287.03 | 8.49 | 65.69 | 84.52 | 6.87 | |
| EchoNet2026.07 | 295.72 | 8.9 | 69.75 | 82.01 | 6.79 | |
| ResNet50+WAABackbone=ResNet-50, Attention=WAA2026.07 | 309.5 | 9.15 | 58.15 | 79.11 | 7.09 |