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ResearchFormerly WizWand

Unsupervised Image Hashing on CIFAR10

98.7mAPCroVCA (DINOv2)
83.72487.61291.595.388Oct 31, 2025
Updated 7mo ago

Evaluation results

MethodLinks
CroVCA (DINOv2)Bits=32, Backbone=ViT-B, Pre-training=LVD-142M2025.1098.7
CroVCA (DINOv2)Bits=16, Backbone=ViT-B, Pre-training=LVD-142M2025.1098.6
CroVCA (DINOv2)Bits=64, Backbone=ViT-B, Pre-training=LVD-142M2025.1097.9
CroVCA (DINOv3)Bits=16, Backbone=ViT-B, Pre-training=LVD-1689M2025.1097.7
CroVCA (DINOv3)Bits=32, Backbone=ViT-B, Pre-training=LVD-1689M2025.1097.7
CroVCA (DINOv3)Bits=64, Backbone=ViT-B, Pre-training=LVD-1689M2025.1096.7
CroVCA (SimDINOv2)Bits=16, Backbone=ViT-B, Pre-training=IN-1k2025.1095.9
IPHASHBits=642025.1095.8
CroVCA (DINOv2)Bits=Orig, Backbone=ViT-B, Pre-training=LVD-142M2025.1095.4
IPHASHBits=322025.1095.1
CroVCA (SimDINOv2)Bits=32, Backbone=ViT-B, Pre-training=IN-1k2025.1095.1
IPHASHBits=162025.1094.2
CroVCA (DFN)Bits=Orig, Backbone=ViT-B, Pre-training=DFN-2B2025.1094.2
CroVCA (SimDINOv2)Bits=64, Backbone=ViT-B, Pre-training=IN-1k2025.1093.8
CroVCA (DINOv3)Bits=16, Backbone=ViT-S, Pre-training=LVD-1689M2025.1093.8
CroVCA (DINOv3)Bits=Orig, Backbone=ViT-B, Pre-training=LVD-1689M2025.1093.6
CroVCA (DFN)Bits=64, Backbone=ViT-B, Pre-training=DFN-2B2025.1093.6
CroVCA (DFN)Bits=32, Backbone=ViT-B, Pre-training=DFN-2B2025.1093.2
CroVCA (DFN)Bits=16, Backbone=ViT-B, Pre-training=DFN-2B2025.1093
CroVCA (SWAG)Bits=16, Backbone=ViT-B, Pre-training=IG-3.6B → IN1k2025.1092.8
FSCHBits=642025.1092.6
CroVCA (DINOv3)Bits=32, Backbone=ViT-S, Pre-training=LVD-1689M2025.1092.5
CroVCA (SWAG)Bits=32, Backbone=ViT-B, Pre-training=IG-3.6B → IN1k2025.1091.7
FSCHBits=322025.1091.2
CroVCA (DINOv3)Bits=64, Backbone=ViT-S, Pre-training=LVD-1689M2025.1090.6
CroVCA (SWAG)Bits=64, Backbone=ViT-B, Pre-training=IG-3.6B → IN1k2025.1090.5
CroVCA (DeiT)Bits=32, Backbone=ViT-B, Pre-training=IN-1k2025.1090.2
CroVCA (DeiT)Bits=16, Backbone=ViT-B, Pre-training=IN-1k2025.1089.8
CroVCA (SimDINOv2)Bits=Orig, Backbone=ViT-B, Pre-training=IN-1k2025.1089.6
CroVCA (SWAG)Bits=Orig, Backbone=ViT-B, Pre-training=IG-3.6B → IN1k2025.1089.5
CroVCA (DeiT)Bits=64, Backbone=ViT-B, Pre-training=IN-1k2025.1088.9
FSCHBits=162025.1087.6
CroVCA (DINOv3)Bits=Orig, Backbone=ViT-S, Pre-training=LVD-1689M2025.1086.9
CroVCA (DeiT)Bits=Orig, Backbone=ViT-B, Pre-training=IN-1k2025.1084.3