Disorder Diagnosis (HC vs. MDD) on U center
0.733AccuracyKD-Brain
Evaluation results
| Method | Links | ||
|---|---|---|---|
| KD-BrainHyperparameter q=12026.03 | 0.733 | 0.717 | |
| STAGIN2026.03 | 0.731 | 0.66 | |
| CAGT2026.03 | 0.727 | 0.736 | |
| SVM-RFE2026.03 | 0.721 | 0.72 | |
| KD-BrainHyperparameter q=32026.03 | 0.717 | 0.731 | |
| BNT2026.03 | 0.714 | 0.709 | |
| MVS-GCN2026.03 | 0.713 | 0.715 | |
| FNDL2026.03 | 0.711 | 0.704 | |
| KD-BrainAblation Components=w/o Lpmc2026.03 | 0.707 | 0.71 | |
| Com-BrainTF2026.03 | 0.706 | 0.724 | |
| KD-BrainHyperparameter q=22026.03 | 0.7025 | 0.708 | |
| KD-BrainAblation Components=w/o Hsp2026.03 | 0.696 | 0.711 | |
| MDGL2026.03 | 0.691 | 0.708 | |
| BrainGNN2026.03 | 0.685 | 0.693 | |
| KD-BrainKnowledge Distillation Strategy=SSIL -> GAT2026.03 | 0.684 | 0.713 | |
| HeBrainGNN2026.03 | 0.668 | 0.643 | |
| EAG-RS2026.03 | 0.667 | 0.711 |