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ResearchFormerly WizWand

Medical Image Classification on OrganCMNIST (Mean Accuracy)

91.05Mean AccuracyAMIMV-SSL
83.998885.829487.6689.4906Apr 2, 2026
Updated 7mo ago

Evaluation results

MethodLinks
AMIMV-SSLBackbone=ResNet-50, Initialization=Random, Training Strategy=Self-supervised2026.0491.05
SimCLRBackbone=ResNet-50, Initialization=Random, Training Strategy=Self-supervised2026.0490.22
NNCLRBackbone=ResNet-50, Initialization=Random, Training Strategy=Self-supervised2026.0489.45
ReSSLBackbone=ResNet-50, Initialization=Random, Training Strategy=Self-supervised2026.0489.31
Barlow TwinsBackbone=ResNet-50, Initialization=Random, Training Strategy=Self-supervised2026.0489.29
MoCoV3Backbone=ResNet-50, Initialization=Random, Training Strategy=Self-supervised2026.0488.3
BYOLBackbone=ResNet-50, Initialization=Random, Training Strategy=Self-supervised2026.0486.51
VICRegBackbone=ResNet-50, Initialization=Random, Training Strategy=Self-supervised2026.0484.88
DINOBackbone=ResNet-50, Initialization=Random, Training Strategy=Self-supervised2026.0484.27