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ResearchFormerly WizWand

Class-Incremental Learning on Tiny-ImageNet (incremental)

0.77Spearman's RhoLast-Layer Imbalanced Forgetting Coefficients
0.23960.37730.5150.6527May 14, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Last-Layer Imbalanced Forgetting CoefficientsIncremental Step=2, Subset={10%, 20%}, Evaluation Protocol=SW-LOO2026.050.77
Last-Layer Imbalanced Forgetting CoefficientsIncremental Step=2, Evaluation Protocol=SW-LOO2026.050.74
Last-Layer Imbalanced Forgetting CoefficientsIncremental Step=3, Evaluation Protocol=SW-LOO2026.050.72
New-Dataset Interference Coefficient (NIC)Incremental Step=22026.050.53
New-Dataset Interference Coefficient (NIC)Incremental Step=2, Subset={10%, 20%}2026.050.53
LOG-SIMIncremental Step=2, Subset={10%, 20%}2026.050.49
New-Dataset Interference Coefficient (NIC)Incremental Step=32026.050.46
LOG-SIMIncremental Step=22026.050.45
LOG-SIMIncremental Step=32026.050.26