Fetal Ultrasound Plane Classification on Planes DB
97.3F1 Score (5 Planes)FetalCLIP (ViT-L/14)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FetalCLIP (ViT-L/14)Params=427M, Evaluation Protocol=Zero-shot2026.03 | 97.3 | 70.2 | 87.1 | 85.3 | |
| MobileFetalCLIP (Static Logit KD)Params=75M, Evaluation Protocol=Zero-shot, Backbone=FastViT2026.03 | 94.6 | 71.5 | 85.9 | 82.6 | |
| MobileFetalCLIP (Selective Repulsive KD)Params=75M, Evaluation Protocol=Zero-shot, Backbone=FastViT, beta_0=2, r=-0.82026.03 | 94.6 | 78.4 | 88.6 | 88.6 | |
| MobileFetalCLIP (Coupled Repulsive KD)Params=75M, Evaluation Protocol=Zero-shot, Backbone=FastViT, r=-0.82026.03 | 93.3 | 76.3 | 86.9 | 85.7 | |
| MobileFetalCLIP (No KD)Params=75M, Evaluation Protocol=Zero-shot, Backbone=FastViT2026.03 | 88.9 | 71.2 | 82.3 | 76.8 | |
| SonoNet-16Params=11M, Evaluation Protocol=Supervised2026.03 | 82.7 | 48.5 | 69.9 | — | |
| UniMed-CLIP (ViT-B/16)Params=150M, Evaluation Protocol=Zero-shot2026.03 | 67.9 | 18.7 | 49.5 | 29.3 | |
| BiomedCLIP (ViT-B/16)Params=150M, Evaluation Protocol=Zero-shot2026.03 | 60.3 | 23.6 | 46.6 | 35.3 | |
| CLIP (ViT-L/14)Params=427M, Evaluation Protocol=Zero-shot2026.03 | 30.8 | 20.6 | 27 | 19 |