Radiology Report Generation on MIMIC-RG4 (sn)
60.9F1 Score (F1)AnchorDiff
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| AnchorDiff2026.05 | 60.9 | 62.1 | 59.9 | 49.9 | 20.3 | 37.9 | — | — | — | |
| AnchorDiff2026.05 | 60.9 | 62.1 | 59.9 | 49.9 | 20.3 | 37.9 | 36 | 26.7 | 21.3 | |
| LLM-RG42026.05 | 58.8 | 58.3 | 59.3 | 47.6 | 19.7 | 38.5 | — | — | — | |
| LLM-RG4Retrained on MIMIC-RG4=true2026.05 | 58.8 | 58.3 | 59.3 | 47.6 | 19.7 | 38.5 | 34.2 | 25.5 | 20.7 | |
| cxrmateRetrained on MIMIC-RG4=true2026.05 | 56.6 | 57.2 | 56 | 42.1 | 12.2 | 31.1 | 27.1 | 17.9 | 17.4 | |
| Promptmrg2026.05 | 54.8 | 61.8 | 49.1 | 32.6 | 8 | 26.1 | — | — | — | |
| Med-PaLMquoted_from_literature=true2026.05 | 51.6 | — | — | — | — | — | — | — | — | |
| MLRG2026.05 | 50.5 | 54.9 | 46.8 | — | — | — | — | — | — | |
| EKAGenquoted_from_literature=true2026.05 | 49.9 | 51.7 | 48.3 | — | — | — | — | — | — | |
| R2-LLMquoted_from_literature=true2026.05 | 47.3 | 46.5 | 48.2 | — | — | — | — | — | — | |
| R2GenGPT2026.05 | 45.6 | 50.6 | 41.4 | 40.1 | 11.8 | 27.7 | — | — | — | |
| RGRGquoted_from_literature=true2026.05 | 44.7 | 46.1 | 47.5 | — | — | — | — | — | — | |
| R2GenCMN2026.05 | 43.9 | 48.6 | 40 | 38.5 | 10.2 | 27.8 | — | — | — | |
| RadSCRquoted_from_literature=true2026.05 | 40.8 | 44 | 43.3 | — | — | — | — | — | — | |
| CheXagent2026.05 | 38.1 | 50.6 | 30.6 | 26.5 | 5.8 | 23.9 | — | — | — | |
| MAREquoted_from_literature=true2026.05 | 37.5 | 43.3 | 37.8 | — | — | — | — | — | — | |
| R2Gen2026.05 | 36.6 | 45.6 | 30.6 | 36.3 | 9 | 26.9 | — | — | — | |
| MPOquoted_from_literature=true2026.05 | 35.3 | 43.6 | 37.6 | — | — | — | — | — | — | |
| RadFM2026.05 | 35 | 41.3 | 30.3 | 18.8 | 2.8 | 19 | 9 | 4.8 | 9.4 |