Alzheimer's Disease detection on ADRESS 2020 (test)
80.5AccuracyDelta-KNN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Delta-KNNselection_method=Delta-KNN, protocol=few-shot (4-shot), backbone=Llama-3.1-8B-Instruct2025.06 | 80.5 | 85.8 | 70.8 | 86.1 | |
| Random samplingselection_method=random sampling, protocol=few-shot (4-shot), backbone=Llama-3.1-8B-Instruct2025.06 | 75.7 | 81.5 | 93.1 | 58.3 | |
| Top-k Select.selection_method=Top-k, protocol=few-shot (4-shot), backbone=Llama-3.1-8B-Instruct2025.06 | 70.1 | 80 | 91.7 | 48.6 | |
| ConE* Select.selection_method=Conditional Entropy (ConE*), protocol=few-shot (4-shot), backbone=Llama-3.1-8B-Instruct2025.06 | 70.1 | 76.4 | 93.1 | 47.2 | |
| Zero-shotselection_method=zero-shot, backbone=Llama-3.1-8B-Instruct2025.06 | 57.6 | 57.6 | 100 | 15.3 |