Disorder Diagnosis (HC vs. ASD) on ABIDE (NYU site)
78.7AccuracyKD-Brain
Evaluation results
| Method | Links | ||
|---|---|---|---|
| KD-BrainHyperparameter q=22026.03 | 78.7 | 77.8 | |
| KD-BrainHyperparameter q=12026.03 | 77.3 | 76.4 | |
| KD-BrainHyperparameter q=32026.03 | 76.8 | 77.6 | |
| KD-BrainAblation Components=w/o Lpmc2026.03 | 74 | 73.4 | |
| KD-BrainKnowledge Distillation Strategy=SSIL -> GAT2026.03 | 73.7 | 73.4 | |
| KD-BrainAblation Components=w/o Hsp2026.03 | 73.4 | 71.8 | |
| CAGT2026.03 | 73.2 | 74.9 | |
| BNT2026.03 | 71.9 | 72.9 | |
| MVS-GCN2026.03 | 71.4 | 72.8 | |
| STAGIN2026.03 | 71.1 | 63.2 | |
| Com-BrainTF2026.03 | 71 | 71.6 | |
| SVM-RFE2026.03 | 69.4 | 68.4 | |
| MDGL2026.03 | 67.1 | 64.1 | |
| FNDL2026.03 | 66.9 | 65.8 | |
| EAG-RS2026.03 | 64.9 | 70.2 | |
| BrainGNN2026.03 | 64.4 | 65.1 | |
| HeBrainGNN2026.03 | 63.4 | 62.1 |