Autism Spectrum Disorder Classification on ABIDE I pre-processed (NYU site)
74.27AccuracyABFR-KAN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ABFR-KAN2026.01 | 74.27 | 70.41 | 80.03 | 72.67 | 89.84 | 71.59 | |
| RandomFR2026.01 | 70.79 | 65.44 | 77.34 | 69.86 | 87.84 | 67.83 | |
| KD-Transformer2026.01 | 66.1 | 61.37 | 72.25 | 69.42 | 77.68 | 64.37 | |
| MVS-GCN2026.01 | 63.76 | 61.63 | 75.63 | 62.69 | 97 | 19.9 | |
| GCN2026.01 | 57.58 | 57.31 | 68.06 | 59.84 | 78.96 | 28.88 | |
| BrainGNN2026.01 | 57.31 | 55.71 | 72.85 | 57.31 | 100 | 0 | |
| SVM2026.01 | 56.15 | 47.4 | 67.5 | 58.88 | 79.74 | 24.95 | |
| GAT2026.01 | 55.45 | 55 | 65.56 | 58.94 | 74.14 | 30.61 | |
| BrainNetCNN2026.01 | 54.38 | 51.51 | 65.27 | 57.9 | 74.95 | 26.89 |