Alzheimer's Disease detection on Canary (test)
78.5AccDelta-KNN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Delta-KNNselection_method=Delta-KNN, protocol=few-shot (4-shot), backbone=Llama-3.1-8B-Instruct2025.06 | 78.5 | 79.8 | 70.6 | 85.8 | |
| Zero-shotselection_method=zero-shot, backbone=Llama-3.1-8B-Instruct2025.06 | 73.3 | 72.1 | 79.4 | 67.7 | |
| ConE* Select.selection_method=Conditional Entropy (ConE*), protocol=few-shot (4-shot), backbone=Llama-3.1-8B-Instruct2025.06 | 73.3 | 78.4 | 79.9 | 67.2 | |
| Random samplingselection_method=random sampling, protocol=few-shot (4-shot), backbone=Llama-3.1-8B-Instruct2025.06 | 73.1 | 75.3 | 72 | 74.1 | |
| Top-k Select.selection_method=Top-k, protocol=few-shot (4-shot), backbone=Llama-3.1-8B-Instruct2025.06 | 71 | 75 | 76.7 | 65.7 |