Medical Report Generation on MIMIC-CXR (BLEU, ROUGE-L, METEOR, Precision, Recall, F1)
33.4BLEU-1LlamaMed-R2
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| LlamaMed-R2Fine-tuning strategy=Med-R2 strategy2025.04 | 33.4 | 12 | 19.5 | 27.3 | 37 | 33.9 | 35.4 | |
| LlamaMed-RFine-tuning strategy=Med-R strategy2025.04 | 26.9 | 9.3 | 21.4 | 21.1 | 30 | 37.1 | 33 | |
| MedGemma-4B2025.04 | 19.5 | 1.7 | 16.9 | 17.5 | 19.2 | 21 | 21 | |
| LLaVA-Med2025.04 | 18.1 | 0.8 | 8.4 | 12 | 11.1 | 19.6 | 14.2 | |
| Lingshu2025.04 | 16.2 | 2.9 | 16.9 | 20.5 | 16.6 | 24.3 | 18.5 | |
| MedVLM-R12025.04 | 13 | 0.7 | 12.9 | 13.2 | 8.2 | 11 | 6.5 | |
| RadFM2025.04 | 4 | 0.6 | 5.4 | 9 | 7.6 | 9.2 | 4.2 |