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Few-shot classification on FGVC-Aircraft target-average

40.34Accuracyoracle
38.644839.084939.52539.9651Dec 5, 2025

Evaluation results

MethodLinks
oracleearly-stopping=optimal, algorithm_aggregation=averaged over MAML, ProtoNet, Matching Net2025.1240.34
Neural Coherenceearly-stopping=Neural Coherence, algorithm_aggregation=averaged over MAML, ProtoNet, Matching Net2025.1239.27
Baselineearly-stopping=validation-based, algorithm_aggregation=averaged over MAML, ProtoNet, Matching Net2025.1238.71