Medical Report Generation on IU-Xray (BERTScore/CheXbert/RadGraph)
10.31BLEUMEDALIGN
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MEDALIGNBase Model=LLaVA-Med-1.5, Fine-tuning=LoRA2025.12 | 10.31 | 29.01 | 35.22 | 88.66 | 55.62 | 23.29 | 59.99 | |
| BeamBase Model=LLaVA-Med-1.5, Fine-tuning=LoRA2025.12 | 9.54 | 28.41 | 35.4 | 88.45 | 53.7 | 22.43 | 59.65 | |
| GreedyBase Model=LLaVA-Med-1.5, Fine-tuning=LoRA2025.12 | 9.36 | 27.57 | 27.91 | 88.55 | 52.44 | 21.28 | 58.61 | |
| OPERABase Model=LLaVA-Med-1.5, Fine-tuning=LoRA2025.12 | 9.23 | 27.48 | 34.17 | 88.17 | 51.65 | 21.37 | 57.89 | |
| DoLaBase Model=LLaVA-Med-1.5, Fine-tuning=LoRA2025.12 | 8.93 | 26.94 | 25.74 | 88.42 | 52.27 | 20.63 | 58.1 | |
| VCDBase Model=LLaVA-Med-1.5, Fine-tuning=LoRA2025.12 | 8.83 | 27.36 | 31.77 | 88.3 | 51.86 | 22.02 | 58.93 | |
| PAIBase Model=LLaVA-Med-1.5, Fine-tuning=LoRA2025.12 | 8.52 | 26.97 | 28.63 | 88.42 | 52.22 | 20.99 | 58.21 | |
| M3IDBase Model=LLaVA-Med-1.5, Fine-tuning=LoRA2025.12 | 8.44 | 26.21 | 30.86 | 88.2 | 51.13 | 20.77 | 59.37 | |
| DAMROBase Model=LLaVA-Med-1.5, Fine-tuning=LoRA2025.12 | 8.21 | 25.77 | 30.58 | 88.09 | 50.1 | 22.33 | 57.31 | |
| NucleusBase Model=LLaVA-Med-1.5, Fine-tuning=LoRA2025.12 | 7.8 | 26.72 | 30.33 | 88.28 | 52.73 | 20.85 | 57.84 | |
| AVISCBase Model=LLaVA-Med-1.5, Fine-tuning=LoRA2025.12 | 5.57 | 21.71 | 26.84 | 87.34 | 47.32 | 16.87 | 53.66 |