Radiology Report Generation on MIMIC-CXR Age Group
21.89ES-BLEU-1FairLLaVA-All
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FairLLaVA-AllDebiasing Attributes=All2026.03 | 21.89 | 6.93 | 4.06 | 2.78 | |
| Resampling-AllDebiasing Attributes=All2026.03 | 12.54 | 3.4 | 3.01 | 2.03 | |
| LLaVA-RadParameters=7B2026.03 | 8.28 | 3.51 | 1.42 | 2 | |
| Reweighting-AllDebiasing Attributes=All2026.03 | 7.36 | 3.2 | 2.17 | 1.53 | |
| Adv. MLP Classifier-AllDebiasing Attributes=All2026.03 | 6.74 | 1.11 | 4.03 | 0.76 | |
| Qwen2.5-7BParameters=7B2026.03 | 6.16 | 1.37 | 1.58 | 3.27 | |
| MedGemma-27BParameters=27B2026.03 | 3.98 | 1.17 | 1.55 | 3.35 | |
| MedGemma-4BParameters=4B2026.03 | 3.17 | 1.16 | 1.51 | 3.03 | |
| DeepSeek-VL2Parameters=7B2026.03 | 3 | 1.23 | 1.66 | 2.51 | |
| LLaVA2026.03 | 2.61 | 0.81 | 0.95 | 1.36 | |
| CheXagentParameters=8B2026.03 | 2.21 | 0.73 | 0.89 | 1.37 |