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ResearchFormerly WizWand

Image Classification on CIFAR-100 Class-IL (5T)

69.36AccuracyBYOL (Joint)
48.154453.659759.16564.6703Jun 8, 2023
Updated 8mo ago

Evaluation results

MethodLinks
BYOL (Joint)Base SSL=BYOL, Strategy=Joint2023.0669.36
Barlow (Joint)Base SSL=Barlow, Strategy=Joint2023.0668.99
VICReg (Joint)Base SSL=VICReg, Strategy=Joint2023.0668.01
MoCo (Joint)Base SSL=MoCo, Strategy=Joint2023.0666.9
SimCLR (Joint)Base SSL=SimCLR, Strategy=Joint2023.0663.78
BYOL + PNRBase SSL=BYOL, Strategy=PNR2023.0663.19
MoCo + PNRBase SSL=MoCo, Strategy=PNR2023.0662.36
BYOL + CaSSLeBase SSL=BYOL, Strategy=CaSSLe2023.0661.36
Barlow + PNRBase SSL=Barlow, Strategy=PNR2023.0660.28
MoCo + CaSSLeBase SSL=MoCo, Strategy=CaSSLe2023.0660.11
Barlow + CaSSLeBase SSL=Barlow, Strategy=CaSSLe2023.0660.1
SimCLR + PNRBase SSL=SimCLR, Strategy=PNR2023.0658.87
BYOL + Less-ForgetBase SSL=BYOL, Strategy=Less-Forget2023.0658.6
Barlow + LUMPBase SSL=Barlow, Strategy=LUMP2023.0657.8
SimCLR + CaSSLeBase SSL=SimCLR, Strategy=CaSSLe2023.0657.73
Barlow + EWCBase SSL=Barlow, Strategy=EWC2023.0656.7
VICReg + PNRBase SSL=VICReg, Strategy=PNR2023.0656.47
BYOL + EWCBase SSL=BYOL, Strategy=EWC2023.0656.4
BYOL + LUMPBase SSL=BYOL, Strategy=LUMP2023.0656.4
Barlow + Less-ForgetBase SSL=Barlow, Strategy=Less-Forget2023.0656.4
Barlow (FT)Base SSL=Barlow, Strategy=Fine-Tuning2023.0655.81
Barlow + DERBase SSL=Barlow, Strategy=DER2023.0655.3
BYOL + DERBase SSL=BYOL, Strategy=DER2023.0654.8
SimCLR + EWCBase SSL=SimCLR, Strategy=EWC2023.0653.6
VICReg + CaSSLeBase SSL=VICReg, Strategy=CaSSLe2023.0653.13
SimCLR + Less-ForgetBase SSL=SimCLR, Strategy=Less-Forget2023.0652.5
BYOL (FT)Base SSL=BYOL, Strategy=Fine-Tuning2023.0652.43
VICReg (FT)Base SSL=VICReg, Strategy=Fine-Tuning2023.0652.43
SimCLR + LUMPBase SSL=SimCLR, Strategy=LUMP2023.0652.3
MoCo (FT)Base SSL=MoCo, Strategy=Fine-Tuning2023.0651.95
SimCLR + DERBase SSL=SimCLR, Strategy=DER2023.0650.7
SimCLR (FT)Base SSL=SimCLR, Strategy=Fine-Tuning2023.0648.97