Medical Report Generation on MIMIC-CXR All views (test)
12.4BLEU-4METransformer†
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| METransformer†Test set size=3,269, Clinical labeler=CheXpert2024.08 | 12.4 | — | — | 31.1 | — | 38.6 | 29.1 | |
| LM-RRG2024.08 | 12.2 | — | — | 48.4 | — | — | 29.6 | |
| Med-PaLM M 84BTest set size=4,8342024.08 | 11.5 | 53.6 | 57.9 | — | 26.7 | 32.3 | 27.5 | |
| PromptMRGTest set size=3,8582024.08 | 11.2 | 38.1 | — | 47.6 | — | 39.8 | 26.8 | |
| DCL†Clinical labeler=CheXpert2024.08 | 10.9 | — | — | 37.3 | — | — | 28.4 | |
| M4CXRTest set size=3,8582024.08 | 10.2 | 58.1 | 61.6 | 50.2 | 21.7 | 33.3 | 28.4 | |
| RaDialog2024.08 | 9.5 | 39.4 | — | — | — | 34.6 | 27.1 | |
| LLM-CXR†Test set size=3,530, Clinical labeler=CheXpert2024.08 | 1.5 | 36 | — | — | — | 9.2 | 16.2 |