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ResearchFormerly WizWand

Brain Network Classification on HCPA BOLD Aging (test)

95.78AccuracyBolT
58.18467.944577.70587.4655Sep 26, 2024
Updated 8mo ago

Evaluation results

MethodLinks
BolTTemporal Modeling=static2024.0995.7895.78
NeuroPathTemporal Modeling=static2024.0995.0395.09
NAGphormerTemporal Modeling=static2024.0994.7694.76
MLPTemporal Modeling=static2024.0993.4293.42
GCNTemporal Modeling=static2024.0992.9492.98
BNTTemporal Modeling=static2024.0992.5792.57
BolTTemporal Modeling=dynamic2024.0991.9291.76
BrainGNNTemporal Modeling=static2024.0989.3889.38
NeuroPathTemporal Modeling=dynamic2024.0987.5487.03
BNTTemporal Modeling=dynamic2024.0986.5586.45
GCNTemporal Modeling=dynamic2024.0984.683.95
MLPTemporal Modeling=dynamic2024.0983.6482.86
NAGphormerTemporal Modeling=dynamic2024.0982.0281.06
BrainGNNTemporal Modeling=dynamic2024.0972.6264.4
GraphormerTemporal Modeling=dynamic2024.0965.0157.04
GraphormerTemporal Modeling=static2024.0959.6353.05