Alzheimer's Disease detection on ADRESS 2020 (train)
79.2AccuracyDelta-KNN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Delta-KNNselection_method=Delta-KNN, protocol=few-shot (4-shot), backbone=Llama-3.1-8B-Instruct2025.06 | 79.2 | 78.9 | 69.1 | 85.2 | |
| Top-k Select.selection_method=Top-k, protocol=few-shot (4-shot), backbone=Llama-3.1-8B-Instruct2025.06 | 69 | 71.9 | 88.3 | 45.7 | |
| Random samplingselection_method=random sampling, protocol=few-shot (4-shot), backbone=Llama-3.1-8B-Instruct2025.06 | 68.4 | 71.9 | 84 | 48.8 | |
| ConE* Select.selection_method=Conditional Entropy (ConE*), protocol=few-shot (4-shot), backbone=Llama-3.1-8B-Instruct2025.06 | 67.4 | 74.5 | 85.2 | 45.7 | |
| Zero-shotselection_method=zero-shot, backbone=Llama-3.1-8B-Instruct2025.06 | 62.2 | 60.1 | 98.1 | 22.2 |