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ResearchFormerly WizWand

Fine-Grained Visual Categorization on iNat 21

39.7Top-1 AccuracyDSeq-C-JEPA
29.8232.38534.9537.515Nov 21, 2025
Updated 7mo ago

Evaluation results

MethodLinks
DSeq-C-JEPAArch.=ViT-L/16, Epochs=600, View Data Augmentation=false2025.1139.7
DSeq-JEPAArch.=ViT-L/16, Epochs=600, View Data Augmentation=false2025.1139.5
DSeq-JEPAArch.=ViT-H/16448, Epochs=300, View Data Augmentation=false2025.1139.3
C-JEPAArch.=ViT-L/16, Epochs=600, View Data Augmentation=false2025.1139
iBOTArch.=ViT-B/16, Epochs=1600, View Data Augmentation=true2025.1138.9
I-JEPAArch.=ViT-L/16, Epochs=600, View Data Augmentation=false2025.1138.8
MAEArch.=ViT-L/16, Epochs=1600, View Data Augmentation=false2025.1137.1
DSeq-C-JEPAArch.=ViT-B/16, Epochs=600, View Data Augmentation=false2025.1136.6
DSeq-JEPAArch.=ViT-B/16, Epochs=600, View Data Augmentation=false2025.1136.4
C-JEPAArch.=ViT-B/16, Epochs=600, View Data Augmentation=false2025.1136.2
I-JEPAArch.=ViT-B/16, Epochs=600, View Data Augmentation=false2025.1135.9
MAEArch.=ViT-B/16, Epochs=1600, View Data Augmentation=false2025.1133.5
DINOArch.=ViT-B/16, Epochs=1600, View Data Augmentation=true2025.1130.2