Medical Report Generation and Diagnostic Classification on Alzheimer's Disease Progression CN vs. MCI
0.5343BLEUEMAD
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| EMADLoRA-finetuned=true2026.02 | 0.5343 | 0.6421 | 0.7912 | 0.913 | 92.82 | 90.09 | 88.6 | 93.5 | |
| M3d-LaMedLoRA-finetuned=true2026.02 | 0.3437 | 0.5219 | 0.6413 | 0.8685 | 89.47 | 88.06 | 85.29 | 92.36 | |
| Med-PaLM-MLoRA-finetuned=true2026.02 | 0.3241 | 0.5036 | 0.6228 | 0.8649 | 88.21 | 86.45 | 83.72 | 91.08 | |
| LLaVA-MedLoRA-finetuned=true2026.02 | 0.3018 | 0.4815 | 0.6012 | 0.8534 | 86.39 | 84.27 | 81.45 | 89.32 | |
| LLaVA-1.5-7BLoRA-finetuned=true2026.02 | 0.2826 | 0.4627 | 0.5789 | 0.8421 | 84.27 | 82.14 | 79.63 | 87.18 | |
| M3d-LaMedzero-shot=true2026.02 | 0.1294 | 0.2875 | 0.3391 | 0.8217 | 78.64 | 76.23 | 71.37 | 84.53 | |
| Med-PaLM-Mzero-shot=true2026.02 | 0.1123 | 0.2698 | 0.3097 | 0.8184 | 76.35 | 73.48 | 68.92 | 82.17 | |
| LLaVA-Medzero-shot=true2026.02 | 0.0897 | 0.2472 | 0.2816 | 0.7991 | 73.42 | 70.59 | 66.84 | 79.21 | |
| LLaVA-1.5-7Bzero-shot=true2026.02 | 0.0715 | 0.2283 | 0.2594 | 0.7886 | 71.18 | 68.47 | 63.52 | 77.39 |