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Few-shot classification on CUB-200-2011 (target-average)

43.74Accuracyoracle
41.670442.207742.74543.2823Dec 5, 2025

Evaluation results

MethodLinks
oracleearly-stopping=optimal, algorithm_aggregation=averaged over MAML, ProtoNet, Matching Net2025.1243.74
Neural Coherenceearly-stopping=Neural Coherence, algorithm_aggregation=averaged over MAML, ProtoNet, Matching Net2025.1243.11
Baselineearly-stopping=validation-based, algorithm_aggregation=averaged over MAML, ProtoNet, Matching Net2025.1241.75