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ResearchFormerly WizWand

Stimulus Classification on volumetric brain sample (4, 325µm) (test)

87.16Accuracy (8-class)SSN
16.762435.038753.31571.5913May 23, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SSNActive parameters count=103,184, Relative active parameter percentage=100%2025.0587.16
R-SSNActive parameters count=18,084, Relative active parameter percentage=18%2025.0579.64
DirGNN-256Active parameters count=137,232, Relative active parameter percentage=133%2025.0560.02
MPSNN-64Active parameters count=90,768, Relative active parameter percentage=88%2025.0554.24
DirGNNActive parameters count=9,744, Relative active parameter percentage=9%2025.0548.11
MPSNNActive parameters count=23,888, Relative active parameter percentage=23%2025.0542.65
TopoFeat+SVMActive parameters count=312, Relative active parameter percentage=0.3%2025.0535.91
GNN-256Active parameters count=70,672, Relative active parameter percentage=68%2025.0523.02
GNNActive parameters count=5,392, Relative active parameter percentage=5%2025.0521.56
DS-256Active parameters count=70,672, Relative active parameter percentage=68%2025.0519.52
DSActive parameters count=1,680, Relative active parameter percentage=2%2025.0519.47