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Few-shot classification on mini-ImageNet (target-average)

47.21Accuracyoracle
45.6546.05546.4646.865Dec 5, 2025

Evaluation results

MethodLinks
oracleearly-stopping=optimal, algorithm_aggregation=averaged over MAML, ProtoNet, Matching Net2025.1247.21
Neural Coherenceearly-stopping=Neural Coherence, algorithm_aggregation=averaged over MAML, ProtoNet, Matching Net2025.1246.2
Baselineearly-stopping=validation-based, algorithm_aggregation=averaged over MAML, ProtoNet, Matching Net2025.1245.71