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ResearchFormerly WizWand

Continual Learning on CIFAR-100 i-Blurry-50-10 (test)

61.7Average AccuracyEB (trained on S)
12.684825.409938.13550.8601Jul 31, 2025
Updated 4mo ago

Evaluation results

MethodLinks
EB (trained on S)Encoder Initialization=Trained on entire dataset S, Number of Tasks=52025.0761.7
EB (CLIP)Encoder Initialization=CLIP (ViT-B/32), Number of Tasks=52025.0759.99
EB (trained on S)Encoder Initialization=Trained on entire dataset S, Number of Tasks=102025.0759.63
EB (trained on S)Encoder Initialization=Trained on entire dataset S, Number of Tasks=252025.0759.51
EB (IN)Encoder Initialization=ImageNet (IN), Number of Tasks=52025.0759.06
EB (CLIP)Encoder Initialization=CLIP (ViT-B/32), Number of Tasks=252025.0757.44
EB (CLIP)Encoder Initialization=CLIP (ViT-B/32), Number of Tasks=102025.0756.69
FOSTERNumber of Tasks=52025.0752.8
EB (IN)Encoder Initialization=ImageNet (IN), Number of Tasks=102025.0750.27
CLIBNumber of Tasks=52025.0749.22
CLIBNumber of Tasks=102025.0746.15
CLIBNumber of Tasks=252025.0743.64
FOSTERNumber of Tasks=102025.0742.59
EWC++Number of Tasks=52025.0738.78
EB (IN)Encoder Initialization=ImageNet (IN), Number of Tasks=252025.0738.46
ER-MIRNumber of Tasks=52025.0738.28
BiCNumber of Tasks=52025.0737.61
BiCNumber of Tasks=102025.0737.4
RMNumber of Tasks=252025.0736.85
BiCNumber of Tasks=252025.0735.55
ER-MIRNumber of Tasks=102025.0735.29
RMNumber of Tasks=102025.0734.93
EWC++Number of Tasks=102025.0734.85
GDumbNumber of Tasks=52025.0734.03
iCaRLNumber of Tasks=52025.0733.55
RMNumber of Tasks=52025.0733.27
FOSTERNumber of Tasks=252025.0733.17
GDumbNumber of Tasks=102025.0732.35
GDumbNumber of Tasks=252025.0731.87
ER-MIRNumber of Tasks=252025.0730
EWC++Number of Tasks=252025.0729.46
iCaRLNumber of Tasks=102025.0724.21
iCaRLNumber of Tasks=252025.0714.57