Radiology Report Generation on MIMIC-CXR Race
13.36ES-BLEU-1FairLLaVA-All
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FairLLaVA-AllDebiasing Attributes=All2026.03 | 13.36 | 8.65 | 6.34 | 3.11 | |
| Resampling-AllDebiasing Attributes=All2026.03 | 8.71 | 2.32 | 2.95 | 2.13 | |
| Qwen2.5-7BParameters=7B2026.03 | 7.52 | 1.47 | 2.78 | 5.59 | |
| LLaVA-RadParameters=7B2026.03 | 5.29 | 2.14 | 4.14 | 3.97 | |
| CheXagentParameters=8B2026.03 | 4.7 | 1.05 | 1.73 | 1.49 | |
| DeepSeek-VL2Parameters=7B2026.03 | 4.09 | 1.47 | 2.18 | 3.27 | |
| Adv. MLP Classifier-AllDebiasing Attributes=All2026.03 | 3.92 | 1.08 | 2.35 | 2.34 | |
| LLaVA2026.03 | 2.9 | 1.12 | 1.63 | 2.47 | |
| MedGemma-4BParameters=4B2026.03 | 2.36 | 0.95 | 1.85 | 5.05 | |
| MedGemma-27BParameters=27B2026.03 | 2.01 | 1.72 | 2.82 | 3.92 | |
| Reweighting-AllDebiasing Attributes=All2026.03 | 1.81 | 1.73 | 3.31 | 3.75 |