Depression Classification on Mumtaz 2016 (test)
95.85Balanced AccuracyCBraMod-MTDP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CBraMod-MTDPPretrain Dataset (Hours)=9000, Pretraining dataset size=100%, Fine-tuning=true2026.03 | 95.85 | 99.55 | 99.55 | |
| CBraModPretrain Dataset (Hours)=9000, Pretraining dataset size=100%, Fine-tuning=true2026.03 | 95.6 | 99.23 | 99.21 | |
| LaBraMPretrain Dataset (Hours)=2500, Fine-tuning=true2026.03 | 94.09 | 97.98 | 97.82 | |
| BIOTPretrain Dataset (Hours)=122, Fine-tuning=true2026.03 | 93.58 | 97.36 | 97.58 | |
| CBraMod-MTDPPretrain Dataset (Hours)=2250, Pretraining dataset size=25%, Fine-tuning=true2026.03 | 92.72 | 98.52 | 98.45 | |
| CBraModPretrain Dataset (Hours)=2250, Pretraining dataset size=25%, Fine-tuning=true2026.03 | 90.31 | 97.87 | 97.56 |