Radiology Report Generation on MIMIC-CXR FINDINGS section (test)
30.6ROUGE-LLLaVA-Rad
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| LLaVA-RadType=Generation2025.04 | 30.6 | 57.3 | 39.5 | — | — | 38.1 | 15.4 | |
| MCA-RGType=Retrieval2025.04 | 30 | — | 33.5 | 40.8 | — | 41.1 | 12.8 | |
| METransformerType=Generation, Labeling source=CheXpert labeling2025.04 | 29.1 | — | — | 31.1 | — | 38.6 | 12.4 | |
| I3+C2FDType=Retrieval, Labeling source=CheXpert labeling2025.04 | 29.1 | — | — | 47.3 | — | 40.2 | 12.8 | |
| MAIRA-1Type=Generation2025.04 | 28.9 | 55.7 | 38.6 | — | 24.3 | 39.2 | 14.2 | |
| TranSQType=Retrieval, Labeling source=CheXpert labeling, Uncertainty handling=treats uncertain as positive2025.04 | 28.6 | 51.9 | — | — | — | 42.3 | 11.6 | |
| M4CXRType=Generation2025.04 | 28.4 | 58.1 | 38.8 | 50.2 | 21.7 | 33.3 | 10.2 | |
| DCLType=Retrieval, Results source=PromptMRG2025.04 | 28.4 | — | 28.4 | 37.3 | — | — | 10.9 | |
| Med-PaLM M 84BType=Generation2025.04 | 27.3 | 53.6 | 39.8 | — | 26.7 | 32.3 | 11.3 | |
| PromptMRGType=Generation2025.04 | 26.8 | — | 38.1 | 47.6 | — | 39.8 | 11.2 | |
| RA-RRGType=Retrieval2025.04 | 24.9 | 58.5 | 41.7 | 50.7 | 26.7 | 37.9 | 8 |