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ResearchFormerly WizWand

Brain Network Classification on HCPA CORR (test)

97.92AccuracyBNT
77.962483.143788.32593.5063Sep 26, 2024
Updated 8mo ago

Evaluation results

MethodLinks
BNTTemporal Modeling=static2024.0997.9297.92
NeuroPathTemporal Modeling=static2024.0996.6996.7
BolTTemporal Modeling=static2024.0996.496.38
MLPTemporal Modeling=static2024.0996.0196.01
GCNTemporal Modeling=static2024.0995.8595.85
BNTTemporal Modeling=dynamic2024.0994.1894.16
NAGphormerTemporal Modeling=static2024.0993.6793.69
NeuroPathTemporal Modeling=dynamic2024.0992.7692.72
MLPTemporal Modeling=dynamic2024.0992.5792.52
GCNTemporal Modeling=dynamic2024.0991.9591.9
BolTTemporal Modeling=dynamic2024.0991.6891.66
BrainGNNTemporal Modeling=static2024.0990.8590.92
NAGphormerTemporal Modeling=dynamic2024.0990.7390.64
BrainGNNTemporal Modeling=dynamic2024.0986.0685.43
GraphormerTemporal Modeling=static2024.0978.877.29
GraphormerTemporal Modeling=dynamic2024.0978.7375.26