MCI Detection on PREPARE zero-shot transfer from TAUKADIAL (test)
42.3Average F1 ScoreFMD Sex
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| FMD SexZero-shot Transfer=true, Training Set=TAUKADIAL, Testing Set=PREPARE, Unlearning Target=Sex2026.06 | 42.3 | 41 | 3.3 | 41 | 42.9 | 1.9 | 41.2 | 45.6 | 4.4 | |
| FMD LangZero-shot Transfer=true, Training Set=TAUKADIAL, Testing Set=PREPARE, Unlearning Target=Language2026.06 | 41.3 | 39.5 | 4.4 | 40.6 | 41.6 | 1 | 39.5 | 47.2 | 7.7 | |
| FMD w/o ULZero-shot Transfer=true, Training Set=TAUKADIAL, Testing Set=PREPARE, Unlearning Target=None2026.06 | 41.2 | 39.8 | 2.7 | 40.1 | 41.2 | 1.1 | 39.8 | 45.2 | 5.4 | |
| CogniVoiceZero-shot Transfer=true, Training Set=TAUKADIAL, Testing Set=PREPARE2026.06 | 38.7 | 35.5 | 4.1 | 39.6 | 37.8 | 1.8 | 41.9 | 35.5 | 6.4 |