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ResearchFormerly WizWand

Brain Network Classification on UKB BOLD (test)

99.59AccuracyNeuroPath
53.798865.686977.57589.4631Sep 26, 2024
Updated 8mo ago

Evaluation results

MethodLinks
NeuroPathTemporal Modeling=static2024.0999.5999.59
GCNTemporal Modeling=static2024.0999.3199.31
BolTTemporal Modeling=static2024.0999.2999.29
NAGphormerTemporal Modeling=static2024.0999.2299.22
MLPTemporal Modeling=static2024.0999.0599.05
BNTTemporal Modeling=static2024.0998.6498.64
BolTTemporal Modeling=dynamic2024.0998.2298.22
MLPTemporal Modeling=dynamic2024.0996.4296.42
BNTTemporal Modeling=dynamic2024.0995.9895.97
NeuroPathTemporal Modeling=dynamic2024.0994.1294.11
GCNTemporal Modeling=dynamic2024.0993.3993.36
NAGphormerTemporal Modeling=dynamic2024.0992.992.88
BrainGNNTemporal Modeling=static2024.0990.3390.35
GraphormerTemporal Modeling=static2024.0986.8286.54
BrainGNNTemporal Modeling=dynamic2024.0986.1186.09
GraphormerTemporal Modeling=dynamic2024.0955.5650.12