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Few-Shot Class Incremental Learning on Average

33.04Avg PDMAML
4.12811.63419.1426.646Mar 4, 2026

Evaluation results

MethodLinks
MAMLshots=5-shot2026.0333.0441.55
NEURON EXPANSIONshots=5-shot2026.032466.77
ICARLshots=5-shot2026.0317.3272.92
SEMI-SUPER-PROTONETshots=5-shot2026.0314.5768.35
PROTONETshots=5-shot2026.0314.5268.46
FACTshots=5-shot2026.0311.6635.63
CNN PROTONETshots=5-shot2026.039.6163.7
SPRINTshots=5-shot2026.035.2477.37