Unsupervised Image Hashing on ImageNet 100
94.3mAPCroVCA (SWAG)
Evaluation results
| Method | Links | |
|---|---|---|
| CroVCA (SWAG)Bits=Orig, Backbone=ViT-B, Pre-training=IG-3.6B → IN1k2025.10 | 94.3 | |
| CroVCA (SWAG)Bits=64, Backbone=ViT-B, Pre-training=IG-3.6B → IN1k2025.10 | 94.3 | |
| CroVCA (DeiT)Bits=64, Backbone=ViT-B, Pre-training=IN-1k2025.10 | 93.7 | |
| CroVCA (SWAG)Bits=32, Backbone=ViT-B, Pre-training=IG-3.6B → IN1k2025.10 | 93.3 | |
| CroVCA (DeiT)Bits=32, Backbone=ViT-B, Pre-training=IN-1k2025.10 | 92.9 | |
| CroVCA (SWAG)Bits=16, Backbone=ViT-B, Pre-training=IG-3.6B → IN1k2025.10 | 91.9 | |
| CroVCA (DeiT)Bits=16, Backbone=ViT-B, Pre-training=IN-1k2025.10 | 91.5 | |
| CroVCA (DeiT)Bits=Orig, Backbone=ViT-B, Pre-training=IN-1k2025.10 | 90.9 | |
| CroVCA (DINOv2)Bits=64, Backbone=ViT-B, Pre-training=LVD-142M2025.10 | 89.2 | |
| CroVCA (DINOv3)Bits=64, Backbone=ViT-B, Pre-training=LVD-1689M2025.10 | 88.9 | |
| CroVCA (DINOv2)Bits=32, Backbone=ViT-B, Pre-training=LVD-142M2025.10 | 88.5 | |
| CroVCA (DINOv2)Bits=Orig, Backbone=ViT-B, Pre-training=LVD-142M2025.10 | 88.2 | |
| CroVCA (DINOv2)Bits=16, Backbone=ViT-B, Pre-training=LVD-142M2025.10 | 87.1 | |
| CTMIHBits=642025.10 | 86.9 | |
| CroVCA (DINOv3)Bits=32, Backbone=ViT-B, Pre-training=LVD-1689M2025.10 | 86.1 | |
| CTMIHBits=322025.10 | 86 | |
| CroVCA (DINOv3)Bits=Orig, Backbone=ViT-B, Pre-training=LVD-1689M2025.10 | 85.9 | |
| CroVCA (SimDINOv2)Bits=Orig, Backbone=ViT-B, Pre-training=IN-1k2025.10 | 84.1 | |
| CroVCA (SimDINOv2)Bits=64, Backbone=ViT-B, Pre-training=IN-1k2025.10 | 83.8 | |
| CroVCA (DINOv3)Bits=16, Backbone=ViT-B, Pre-training=LVD-1689M2025.10 | 83.5 | |
| CTMIHBits=162025.10 | 82 | |
| CroVCA (SimDINOv2)Bits=32, Backbone=ViT-B, Pre-training=IN-1k2025.10 | 81.8 | |
| CroVCA (DFN)Bits=Orig, Backbone=ViT-B, Pre-training=DFN-2B2025.10 | 81.1 | |
| CroVCA (SimDINOv2)Bits=16, Backbone=ViT-B, Pre-training=IN-1k2025.10 | 79.6 | |
| CroVCA (DFN)Bits=64, Backbone=ViT-B, Pre-training=DFN-2B2025.10 | 78.8 | |
| CroVCA (DINOv3)Bits=Orig, Backbone=ViT-S, Pre-training=LVD-1689M2025.10 | 77.7 | |
| CroVCA (DINOv3)Bits=64, Backbone=ViT-S, Pre-training=LVD-1689M2025.10 | 74.8 | |
| CroVCA (DFN)Bits=32, Backbone=ViT-B, Pre-training=DFN-2B2025.10 | 73.9 | |
| CroVCA (DINOv3)Bits=32, Backbone=ViT-S, Pre-training=LVD-1689M2025.10 | 72.1 | |
| CroVCA (DFN)Bits=16, Backbone=ViT-B, Pre-training=DFN-2B2025.10 | 61.9 | |
| CroVCA (DINOv3)Bits=16, Backbone=ViT-S, Pre-training=LVD-1689M2025.10 | 60.8 |