ResearchBenchmarksClassification on Emotion 3-shotClassification on Emotion 3-shotFollow55.5Accuracy (3-shot)MetaSense12.75623.85334.9546.047Jun 28, 2025Evaluation resultsMethodMethodLinksAccuracy (3-shot)MetaSenseRole=Oracle, Backbone=...Role=Oracle, Backbone=Conv52025.0655.5ProtoNet2025.0651.3DAPN2025.0648Our-SingleBackbone=ResNet18, Pre...Backbone=ResNet18, Pre-training=miniImageNet2025.0643.6Our-MultiBackbone=Multi-ResNet1...Backbone=Multi-ResNet18, Pre-training=Five image datasets2025.0642.3MCW2025.0625.3SemiCMT2025.0624MAML2025.0622.3MDDA2025.0614.4