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ResearchFormerly WizWand

Task Incremental Learning on CIFAR-100

93.42AccuracyJoint
18.838.172557.54576.9175Mar 16, 2023Sep 25, 2023Apr 5, 2024Oct 15, 2024Apr 26, 2025Nov 5, 2025May 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Joint2023.0393.42
Joint2023.0389.64
LwF + ANCLANCL=true2023.0379.99
LwF + ANCLANCL=true2023.0379.42
LwF2023.0378.87
LwM2023.0378.46
LwM2023.0378.27
LwF2023.0376.96
LFL + ANCLANCL=true2023.0375.23
LFL + ANCLANCL=true2023.0374.68
LFL2023.0374.5
LFL2023.0374.27
MAS + ANCLANCL=true2023.0364.43
LODEBuf.=4k2026.0563.98
ERBuf.=4k2026.0563.02
EWC + ANCLANCL=true2023.0362.47
EWC + ANCLANCL=true2023.0360.86
MAS + ANCLANCL=true2023.0360.7
LODEBuf.=2k2026.0560.65
MAS2023.0360.56
ER-ACEBuf.=4k2026.0560.42
EWC2023.0360.03
MAS2023.0359.35
ER-ACEBuf.=2k2026.0558.54
EWC2023.0358.13
DER++Buf.=4k2026.0557.9
ERBuf.=2k2026.0557.68
DER++Buf.=2k2026.0556.45
GDUMBBuf.=4k2026.0554.12
MANGOBuf.=4k2026.0554
DMC2023.0353.72
MANGOBuf.=2k2026.0553.59
DMC2023.0351.9
GDUMBBuf.=2k2026.0543.04
Fine-tuning2023.0338.9
LUCIRBuf.=2k2026.0531.37
LUCIRBuf.=4k2026.0530.15
Fine-tuning2023.0327.81
iCaRLBuf.=4k2026.0525.81
iCaRLBuf.=2k2026.0522.5
FTBuf.=—2026.0521.67