Alzheimer's Disease Diagnosis on AD-MultiSense CN vs. MCI
92.82AccuracyAD-Reasoning
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AD-Reasoning2026.03 | 92.82 | 90.09 | 88.6 | 93.5 | |
| AD-Reasoningstatus=ours2026.03 | 92.82 | 90.09 | 88.6 | 93.5 | |
| AD-ReasoningReinforcement Fine-Tuning=without2026.03 | 91.28 | 89.07 | 88.45 | 90.33 | |
| AD-ReasoningPre-training=without2026.03 | 88.37 | 84.96 | 84.92 | 87.41 | |
| Alifuse2026.03 | 85.98 | 76.57 | 88.92 | 70.39 | |
| RoBerta2026.03 | 85.63 | 81.42 | 80.93 | 83.84 | |
| AD-Trans2026.03 | 85.61 | 73.79 | 63.67 | 84.32 | |
| Longformer2026.03 | 85.24 | 84.71 | 78.42 | 79.37 | |
| IRENE2026.03 | 84.18 | 75.25 | 87.35 | 63.27 | |
| BERT2026.03 | 82.55 | 77.35 | 82.67 | 84.42 | |
| M3d-LaMed2026.03 | 78.02 | 74.97 | 70.79 | 81.64 | |
| Med-PaLM-M2026.03 | 75.13 | 72.14 | 68.41 | 80.25 | |
| LLaVA-Med2026.03 | 72.24 | 68.76 | 65.57 | 77.36 | |
| LLaVA-1.5-7B2026.03 | 70.15 | 65.28 | 61.42 | 74.85 |