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ResearchFormerly WizWand

Multi-dataset Evaluation on Average (ImageNet, iNat21, CUB, Cars)

69.7Average Top-1 AccDSeq-JEPA
49.62854.83960.0565.261Nov 21, 2025
Updated 7mo ago

Evaluation results

MethodLinks
DSeq-JEPAArch.=ViT-H/16448, Epochs=300, View Data Augmentation=false2025.1169.7
DSeq-C-JEPAArch.=ViT-L/16, Epochs=600, View Data Augmentation=false2025.1168.5
DSeq-JEPAArch.=ViT-L/16, Epochs=600, View Data Augmentation=false2025.1168.2
iBOTArch.=ViT-B/16, Epochs=1600, View Data Augmentation=true2025.1167.6
I-JEPAArch.=ViT-L/16, Epochs=600, View Data Augmentation=false2025.1167.5
C-JEPAArch.=ViT-L/16, Epochs=600, View Data Augmentation=false2025.1167.5
DSeq-C-JEPAArch.=ViT-B/16, Epochs=600, View Data Augmentation=false2025.1165.7
DSeq-JEPAArch.=ViT-B/16, Epochs=600, View Data Augmentation=false2025.1165.5
C-JEPAArch.=ViT-B/16, Epochs=600, View Data Augmentation=false2025.1165
I-JEPAArch.=ViT-B/16, Epochs=600, View Data Augmentation=false2025.1164.6
MAEArch.=ViT-B/16, Epochs=1600, View Data Augmentation=false2025.1161
DINOArch.=ViT-B/16, Epochs=1600, View Data Augmentation=true2025.1150.4