Unsupervised Image Hashing on FLICKR25K
84.9mAPFSCH
Evaluation results
| Method | Links | |
|---|---|---|
| FSCHBits=642025.10 | 84.9 | |
| HARR*Bits=642025.10 | 83.8 | |
| FSCHBits=322025.10 | 83.8 | |
| CroVCA (DFN)Bits=16, Backbone=ViT-B, Pre-training=DFN-2B2025.10 | 83.3 | |
| CroVCA (DFN)Bits=Orig, Backbone=ViT-B, Pre-training=DFN-2B2025.10 | 83.1 | |
| HARR*Bits=322025.10 | 83 | |
| CroVCA (DFN)Bits=32, Backbone=ViT-B, Pre-training=DFN-2B2025.10 | 82.4 | |
| CroVCA (SWAG)Bits=16, Backbone=ViT-B, Pre-training=IG-3.6B → IN1k2025.10 | 82.2 | |
| CroVCA (DFN)Bits=64, Backbone=ViT-B, Pre-training=DFN-2B2025.10 | 81.9 | |
| HARR*Bits=162025.10 | 81.8 | |
| FSCHBits=162025.10 | 81.5 | |
| CroVCA (SimDINOv2)Bits=Orig, Backbone=ViT-B, Pre-training=IN-1k2025.10 | 81.1 | |
| CroVCA (SWAG)Bits=32, Backbone=ViT-B, Pre-training=IG-3.6B → IN1k2025.10 | 80.7 | |
| CroVCA (DeiT)Bits=16, Backbone=ViT-B, Pre-training=IN-1k2025.10 | 80.4 | |
| CroVCA (DeiT)Bits=32, Backbone=ViT-B, Pre-training=IN-1k2025.10 | 80 | |
| CroVCA (SWAG)Bits=Orig, Backbone=ViT-B, Pre-training=IG-3.6B → IN1k2025.10 | 79.2 | |
| CroVCA (DeiT)Bits=64, Backbone=ViT-B, Pre-training=IN-1k2025.10 | 78.7 | |
| CroVCA (SWAG)Bits=64, Backbone=ViT-B, Pre-training=IG-3.6B → IN1k2025.10 | 78.5 | |
| CroVCA (SimDINOv2)Bits=16, Backbone=ViT-B, Pre-training=IN-1k2025.10 | 78.3 | |
| CroVCA (SimDINOv2)Bits=32, Backbone=ViT-B, Pre-training=IN-1k2025.10 | 78 | |
| CroVCA (DeiT)Bits=Orig, Backbone=ViT-B, Pre-training=IN-1k2025.10 | 77.9 | |
| CroVCA (DINOv2)Bits=Orig, Backbone=ViT-B, Pre-training=LVD-142M2025.10 | 76.3 | |
| CroVCA (SimDINOv2)Bits=64, Backbone=ViT-B, Pre-training=IN-1k2025.10 | 75.6 | |
| CroVCA (DINOv3)Bits=Orig, Backbone=ViT-B, Pre-training=LVD-1689M2025.10 | 73 | |
| CroVCA (DINOv3)Bits=Orig, Backbone=ViT-S, Pre-training=LVD-1689M2025.10 | 72.9 | |
| CroVCA (DINOv2)Bits=16, Backbone=ViT-B, Pre-training=LVD-142M2025.10 | 69.1 | |
| CroVCA (DINOv2)Bits=32, Backbone=ViT-B, Pre-training=LVD-142M2025.10 | 69.1 | |
| CroVCA (DINOv2)Bits=64, Backbone=ViT-B, Pre-training=LVD-142M2025.10 | 68.2 | |
| CroVCA (DINOv3)Bits=16, Backbone=ViT-S, Pre-training=LVD-1689M2025.10 | 68.2 | |
| CroVCA (DINOv3)Bits=32, Backbone=ViT-S, Pre-training=LVD-1689M2025.10 | 67.5 | |
| CroVCA (DINOv3)Bits=64, Backbone=ViT-S, Pre-training=LVD-1689M2025.10 | 66.7 | |
| CroVCA (DINOv3)Bits=64, Backbone=ViT-B, Pre-training=LVD-1689M2025.10 | 65.4 | |
| CroVCA (DINOv3)Bits=32, Backbone=ViT-B, Pre-training=LVD-1689M2025.10 | 65.3 | |
| CroVCA (DINOv3)Bits=16, Backbone=ViT-B, Pre-training=LVD-1689M2025.10 | 64.2 |