View Classification on Multi-vendor TTE dataset (downstream)
95.1AccuracyEchoVLM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EchoVLMModel Category=VLMs2025.12 | 95.1 | 95.3 | 95.8 | |
| EchoApexModel Category=Vision foundation model2025.12 | 94.8 | 94.7 | 94.9 | |
| EchoPrimeModel Category=VLMs2025.12 | 93.8 | 94.9 | 93.2 | |
| BiomedCLIPModel Category=VLMs2025.12 | 92.6 | 92.3 | 92.9 | |
| EchoCLIPModel Category=VLMs2025.12 | 90.9 | 91.6 | 93.2 | |
| CLIP (B/16)Model Category=VLMs, Backbone=ViT-B/162025.12 | 90.5 | 87.8 | 86.7 | |
| SigLIP2 (B/16)Model Category=VLMs, Backbone=ViT-B/162025.12 | 89.7 | 89.1 | 89.4 | |
| MetaCLIP (B/16)Model Category=VLMs, Backbone=ViT-B/162025.12 | 87.4 | 86.1 | 86.7 |