Alzheimer's Disease Diagnosis on AD-MultiSense CN vs. CI
93.33AccuracyAD-Reasoning
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| AD-Reasoning2026.03 | 93.33 | 91.83 | 88.67 | 95 | |
| AD-Reasoningstatus=ours2026.03 | 93.33 | 91.83 | 88.67 | 95 | |
| AD-ReasoningReinforcement Fine-Tuning=without2026.03 | 90.46 | 87.63 | 80.75 | 94.28 | |
| Longformer2026.03 | 87.92 | 85.76 | 80.49 | 82.27 | |
| AD-Trans2026.03 | 87.67 | 75.89 | 65.91 | 85.47 | |
| AD-ReasoningPre-training=without2026.03 | 87.25 | 83.12 | 71.28 | 91.37 | |
| Alifuse2026.03 | 87.23 | 79.51 | 90.71 | 73.67 | |
| RoBerta2026.03 | 86.89 | 84.41 | 82.97 | 85.03 | |
| IRENE2026.03 | 86.03 | 77.95 | 89.14 | 65.82 | |
| BERT2026.03 | 84.31 | 79.42 | 85.87 | 86.48 | |
| M3d-LaMed2026.03 | 82.37 | 78.95 | 69.84 | 86.21 | |
| Med-PaLM-M2026.03 | 79.92 | 75.76 | 66.63 | 85.85 | |
| LLaVA-Med2026.03 | 76.21 | 71.43 | 62.75 | 83.42 | |
| LLaVA-1.5-7B2026.03 | 73.85 | 68.92 | 60.14 | 80.37 |