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ResearchFormerly WizWand

Long-tailed Class-Incremental Learning on CIFAR-100-LT

36.2Average AccuracyGR+Ours
17.89622.64827.432.152May 5, 2026
Updated 6mo ago

Evaluation results

MethodLinks
GR+OursTask Ordering=Shuffled, Number of Tasks=20, Initialization=From Scratch2026.0536.2
GR+OursTask Ordering=In-ordered, Number of Tasks=10, Initialization=From Scratch2026.0535
GRTask Ordering=Shuffled, Number of Tasks=20, Initialization=From Scratch2026.0534.1
GR+OursTask Ordering=Shuffled, Number of Tasks=10, Initialization=From Scratch2026.0533.5
GRTask Ordering=In-ordered, Number of Tasks=10, Initialization=From Scratch2026.0530
GRTask Ordering=Shuffled, Number of Tasks=10, Initialization=From Scratch2026.0529.7
PODNet+OursTask Ordering=In-ordered, Number of Tasks=10, Initialization=From Scratch2026.0529.6
PODNetTask Ordering=In-ordered, Number of Tasks=10, Initialization=From Scratch2026.0529.5
GR+OursTask Ordering=In-ordered, Number of Tasks=20, Initialization=From Scratch2026.0526.8
PODNet+OursTask Ordering=In-ordered, Number of Tasks=20, Initialization=From Scratch2026.0525
PODNet+OursTask Ordering=Shuffled, Number of Tasks=10, Initialization=From Scratch2026.0524.3
PODNetTask Ordering=Shuffled, Number of Tasks=10, Initialization=From Scratch2026.0523.9
PODNetTask Ordering=In-ordered, Number of Tasks=20, Initialization=From Scratch2026.0523.1
PODNet+OursTask Ordering=Shuffled, Number of Tasks=20, Initialization=From Scratch2026.0523.1
PODNetTask Ordering=Shuffled, Number of Tasks=20, Initialization=From Scratch2026.0523
iCaRL+OursTask Ordering=In-ordered, Number of Tasks=10, Initialization=From Scratch2026.0522.6
GRTask Ordering=In-ordered, Number of Tasks=20, Initialization=From Scratch2026.0522.6
iCaRL+OursTask Ordering=Shuffled, Number of Tasks=10, Initialization=From Scratch2026.0521.8
iCaRLTask Ordering=Shuffled, Number of Tasks=10, Initialization=From Scratch2026.0521.4
iCaRLTask Ordering=In-ordered, Number of Tasks=10, Initialization=From Scratch2026.0520.5
iCaRL+OursTask Ordering=In-ordered, Number of Tasks=20, Initialization=From Scratch2026.0520.2
iCaRL+OursTask Ordering=Shuffled, Number of Tasks=20, Initialization=From Scratch2026.0519.9
iCaRLTask Ordering=Shuffled, Number of Tasks=20, Initialization=From Scratch2026.0519.8
iCaRLTask Ordering=In-ordered, Number of Tasks=20, Initialization=From Scratch2026.0518.6