MCI Detection on TAUKADIAL zero-shot transfer from PREPARE (test)
45.5F1 Score (Avg)FMD Lang
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| FMD LangZero-shot Transfer=true, Training Set=PREPARE, Testing Set=TAUKADIAL, Unlearning Target=Language2026.06 | 45.5 | 33 | 16.7 | 40.4 | 48.5 | 8.1 | 58.3 | 33 | 25.3 | |
| FMD SexZero-shot Transfer=true, Training Set=PREPARE, Testing Set=TAUKADIAL, Unlearning Target=Sex2026.06 | 45.2 | 32.9 | 16.7 | 39.8 | 48.3 | 8.5 | 57.8 | 32.9 | 24.9 | |
| FMD w/o ULZero-shot Transfer=true, Training Set=PREPARE, Testing Set=TAUKADIAL, Unlearning Target=None2026.06 | 44.8 | 33 | 16.8 | 38.4 | 48.6 | 10.2 | 56.3 | 33 | 23.3 | |
| CogniVoiceZero-shot Transfer=true, Training Set=PREPARE, Testing Set=TAUKADIAL2026.06 | 39.8 | 26.8 | 19.1 | 33.7 | 45.9 | 12.2 | 26.8 | 52.8 | 26 |