Disorder Diagnosis (HC vs. BD) on U center
76.8Accuracy (ACC)KD-Brain
Evaluation results
| Method | Links | ||
|---|---|---|---|
| KD-BrainHyperparameter q=22026.03 | 76.8 | 77.3 | |
| CAGT2026.03 | 76.3 | 75.1 | |
| BNT2026.03 | 75.1 | 73.2 | |
| KD-BrainHyperparameter q=12026.03 | 75 | 75.3 | |
| Com-BrainTF2026.03 | 74 | 73.9 | |
| KD-BrainHyperparameter q=32026.03 | 74 | 73 | |
| KD-BrainAblation Components=w/o Lpmc2026.03 | 74 | 73.7 | |
| EAG-RS2026.03 | 73 | 74.6 | |
| KD-BrainKnowledge Distillation Strategy=SSIL -> GAT2026.03 | 73 | 76.4 | |
| KD-BrainAblation Components=w/o Hsp2026.03 | 72.7 | 73.8 | |
| STAGIN2026.03 | 72.4 | 64.5 | |
| HeBrainGNN2026.03 | 71.9 | 72 | |
| BrainGNN2026.03 | 71.4 | 69.9 | |
| SVM-RFE2026.03 | 70.9 | 71.6 | |
| FNDL2026.03 | 70.9 | 70.4 | |
| MDGL2026.03 | 69.8 | 71.2 | |
| MVS-GCN2026.03 | 69.2 | 66.1 |