Radiology Report Generation on PadChest
2.7BLEU-1 Score (Age Group)MedGemma
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MedGemmaModel size=27B2026.03 | 2.7 | 0.86 | 2.35 | 1.79 | 9.11 | 1.61 | 4.61 | 5.21 | 13.94 | 1.79 | 5.03 | 12.67 | |
| MedGemmaModel size=4B2026.03 | 2.62 | 0.64 | 2.41 | 2.01 | 8.99 | 1.19 | 3.87 | 5.65 | 12.31 | 1.27 | 4.37 | 11.52 | |
| FairLLaVA-All2026.03 | 2.53 | 1.57 | 3.52 | 1.27 | 24.86 | 6.61 | 15.06 | 7.11 | 25.11 | 12.03 | 15.66 | 40.03 | |
| DeepSeek-VL22026.03 | 2.39 | 0.97 | 1.48 | 2.02 | 8.01 | 1.77 | 3.53 | 5.83 | 11.77 | 1.91 | 4.2 | 10.44 | |
| LLaVA-Rad2026.03 | 2.31 | 1.51 | 3.13 | 1.22 | 24.52 | 6.57 | 12.9 | 6.91 | 25.01 | 12.02 | 15.35 | 39.78 | |
| Qwen2.5Model size=7B2026.03 | 2.28 | 1 | 1.56 | 1.66 | 7.73 | 1.69 | 4.12 | 4.47 | 12.45 | 1.84 | 5.11 | 11.8 | |
| Resampling-All2026.03 | 2.09 | 1.31 | 2.86 | 1.14 | 14.12 | 8.6 | 14.2 | 5.49 | 23.72 | 11.26 | 14.34 | 38.67 | |
| LLaVA2026.03 | 1.46 | 0.6 | 1.22 | 1.03 | 6.24 | 1.14 | 3.05 | 4.11 | 10.54 | 1.36 | 4.71 | 9.14 | |
| ChexAgent2026.03 | 1.44 | 0.73 | 1.12 | 0.97 | 6.74 | 0.93 | 2.79 | 3.77 | 16.74 | 2.17 | 6.12 | 21.92 | |
| Reweighting-All2026.03 | 0.79 | 0.66 | 1.76 | 1.1 | 4.39 | 4.5 | 4.82 | 5.1 | 14.02 | 7.42 | 14.37 | 37.84 |