Autism Spectrum Disorder Classification on ABIDE I pre-processed (UM site)
77.27AccuracyABFR-KAN
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ABFR-KAN2026.01 | 77.27 | 0.7184 | 76.82 | 78.4 | 78.37 | 77.68 | |
| RandomFR2026.01 | 71.82 | 0.6426 | 69.99 | 71.69 | 73.97 | 69.84 | |
| MVS-GCN2026.01 | 67.27 | 0.6357 | 69.53 | 64.98 | 77.44 | 55.09 | |
| KD-Transformer2026.01 | 67.27 | 0.6486 | 72.33 | 61.94 | 87.3 | 66.74 | |
| SVM2026.01 | 60 | 0.4866 | 69.78 | 56.55 | 93.85 | 28.02 | |
| GCN2026.01 | 56.01 | 0.5898 | 57.14 | 56.09 | 60.85 | 53.37 | |
| GAT2026.01 | 54.35 | 0.5741 | 60.42 | 54.05 | 71.08 | 39.81 | |
| BrainNetCNN2026.01 | 53.62 | 0.5563 | 53.78 | 54.6 | 55.52 | 54.04 | |
| BrainGNN2026.01 | 43.92 | 0.5521 | 35.02 | 27.22 | 52.46 | 49.64 |