MCI Detection on TAUKADIAL (test)
92.6Overall F1 ScoreFMD
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| FMDunlearning module=language group2026.06 | 92.6 | 90.9 | 2.5 | 94.5 | 91.3 | 3.1 | 90.9 | 92.9 | 2 | |
| FMDunlearning module=sex group2026.06 | 92.1 | 86.9 | 4.3 | 92.3 | 91.7 | 0.6 | 86.9 | 95 | 8.1 | |
| FMDunlearning module=none2026.06 | 89.2 | 83.4 | 7.1 | 92.5 | 87 | 5.5 | 83.4 | 92 | 8.6 | |
| CogniVoice2026.06 | 84.1 | 81.3 | 2.9 | 87.8 | 82.3 | 5.5 | 81.3 | 81.7 | 0.4 | |
| DFR2026.06 | 83.1 | 81.5 | 3.6 | 85.5 | 81.6 | 3.9 | 81.5 | 84.7 | 3.2 | |
| Whisper2026.06 | 81.3 | 72.2 | 5.3 | 82 | 79.9 | 2.1 | 80.6 | 72.2 | 8.4 | |
| ATG2026.06 | 78.6 | 75.2 | 6.8 | 80.3 | 76.9 | 3.4 | 75.2 | 85.4 | 10.2 | |
| XLS-R2026.06 | 75.5 | 61.1 | 12.2 | 78 | 72.1 | 5.9 | 79.5 | 61.1 | 18.4 | |
| AST2026.06 | 71 | 53.2 | 16.8 | 77.3 | 66.4 | 10.9 | 76 | 53.2 | 22.8 | |
| XLSR-532026.06 | 62.9 | 56.9 | 23.3 | 72.2 | 56.9 | 15.3 | 74.2 | 42.9 | 31.3 |