Radiology Report Generation on IU-Xray Findings generation v1.5 (Vicuna-7B)
28.4ROUGE-LRadJEPA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RadJEPAInput resolution=224x224, # Tokens=13692026.01 | 28.4 | 9.9 | 27.5 | 27.6 | |
| RadJEPAcontrolInput resolution=224x224, # Tokens=13692026.01 | 27.1 | 9.6 | 27 | 26.8 | |
| I-JEPAInput resolution=224x224, # Tokens=13692026.01 | 26.7 | 9.4 | 26.8 | 26.3 | |
| BioViLInput resolution=512x512, # Tokens=1962026.01 | 26.3 | 8.2 | 25.3 | 20.2 | |
| RAD-DINOInput resolution=518x518, # Tokens=1369, reproduced=true2026.01 | 26.3 | 9.4 | 26.6 | 26.4 | |
| RAD-DINOInput resolution=518x518, # Tokens=13692026.01 | 25.8 | 9 | 26.2 | 25.5 | |
| CheXzeroInput resolution=224x224, # Tokens=492026.01 | 25.6 | 8.5 | 25.7 | 18.1 | |
| RAD-DINOcontrolInput resolution=518x518, # Tokens=13692026.01 | 25.5 | 9.2 | 26.2 | 23.8 | |
| CLIP@224Input resolution=224x224, # Tokens=2562026.01 | 25.4 | 9.2 | 25.8 | 18.1 | |
| DINO-v2Input resolution=518x518, # Tokens=13692026.01 | 25.4 | 8 | 23.6 | 12.3 | |
| CLIP@336Input resolution=316x316, # Tokens=5762026.01 | 25.3 | 8 | 25.3 | 18.5 | |
| BiomedCLIPInput resolution=224x224, # Tokens=2562026.01 | 20.2 | 6.3 | 20 | 7.1 |