ResearchBenchmarksClassification on ChestX 5-shotFollow30AccuracyOur-Multi19.18421.99224.827.608Jun 28, 2025Evaluation ResultsMethodMethodLinksAccuracyOur-MultiBackbone=Multi-ResNet1...Backbone=Multi-ResNet18, Pre-training=Five image datasets2025.0630Our-SingleBackbone=ResNet18, Pre...Backbone=ResNet18, Pre-training=miniImageNet2025.0628.6MetaSenseRole=Oracle, Backbone=...Role=Oracle, Backbone=Conv52025.0628.1SemiCMT2025.0625.6DAPN2025.0624.4ProtoNet2025.0623.4MCW2025.0621.5MAML2025.0620.4MDDA2025.0619.6