Age regression on Biopoint
2.11MAE (Years)BrainSimSiam
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BrainSimSiamExperimental setting=SSL + MLP Probe, Masking=true2026.05 | 2.11 | 77.3 | |
| CGL-CNNExperimental setting=SSL + End-to-End2026.05 | 2.65 | 62.4 | |
| BrainSimSiamExperimental setting=SSL + End-to-End, Masking=true2026.05 | 2.72 | 65.1 | |
| CGL-CNNExperimental setting=SSL + MLP Probe2026.05 | 2.83 | 67 | |
| BrainSimSiamExperimental setting=SSL + End-to-End, Masking=false2026.05 | 2.84 | 69.5 | |
| CGLExperimental setting=SSL + MLP Probe2026.05 | 2.97 | 36.4 | |
| BrainSimSiamExperimental setting=SSL + MLP Probe, Masking=false2026.05 | 3.37 | 67.3 | |
| CGLExperimental setting=SSL + End-to-End2026.05 | 3.54 | 27.7 | |
| SAGE-CNNExperimental setting=Supervised2026.05 | 7.66 | 47.6 | |
| GAT-CNNExperimental setting=Supervised2026.05 | 8.02 | 45.6 | |
| GCN-CNNExperimental setting=Supervised2026.05 | 8.09 | 54.2 |