HC vs. MCI Classification on ADNI
69.7AccuracyGCAN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GCANcounterfactual attention=true2026.05 | 69.7 | 86.5 | 67.1 | 75.6 | |
| Zhou et al.counterfactual attention=false2026.05 | 66.7 | 69.3 | 67.3 | 68.3 | |
| Li et al.counterfactual attention=false2026.05 | 66.7 | 78.5 | 67.2 | 72.4 | |
| Tang et al.counterfactual attention=false2026.05 | 65.6 | 86.1 | 64.6 | 73.8 | |
| Tian et al.counterfactual attention=false2026.05 | 64.7 | 83.6 | 65.1 | 73.2 | |
| Ramzan et al.counterfactual attention=false2026.05 | 64.6 | 95.1 | 61.9 | 75 | |
| He et al.counterfactual attention=false2026.05 | 64.6 | 79.9 | 64.7 | 71.5 | |
| Zhang et al.counterfactual attention=false2026.05 | 64.6 | 81.9 | 66.1 | 73.2 | |
| Kang et al.counterfactual attention=false2026.05 | 63.5 | 67.4 | 70.4 | 68.8 | |
| Wen et al.counterfactual attention=false2026.05 | 62.1 | 96.3 | 61.4 | 75 | |
| Gao et al.counterfactual attention=false2026.05 | 61.5 | 85.4 | 61 | 71.2 |