Image Retrieval on ImageNet100
93.5mAPHashCoder
Evaluation results
| Method | Links | |
|---|---|---|
| HashCoderModel=ViT-L, Supervision=Supervised, Representation=256-bit Code2025.10 | 93.5 | |
| HashCoderModel=ViT-L, Supervision=Unsupervised, Representation=256-bit Code2025.10 | 92.3 | |
| HashCoderModel=CNX-S, Supervision=Supervised, Representation=256-bit Code2025.10 | 91.3 | |
| ViT-LModel=ViT-L, Supervision=Unsupervised, Representation=Original2025.10 | 90.2 | |
| ViT-LModel=ViT-L, Supervision=Supervised, Representation=Original2025.10 | 90.2 | |
| HashCoderModel=ViT-B, Supervision=Supervised, Representation=256-bit Code2025.10 | 89.7 | |
| HashCoderModel=CNX-S, Supervision=Unsupervised, Representation=256-bit Code2025.10 | 89.5 | |
| DINOv2Supervision Type=Supervised, Code Length=642025.10 | 88.3 | |
| CNX-SModel=CNX-S, Supervision=Unsupervised, Representation=Original2025.10 | 88.3 | |
| CNX-SModel=CNX-S, Supervision=Supervised, Representation=Original2025.10 | 88.3 | |
| DINOv2Supervision Type=Unsupervised, Code Length=Orig2025.10 | 88.2 | |
| DINOv2Supervision Type=Supervised, Code Length=Orig2025.10 | 88.2 | |
| DINOv2Supervision Type=Supervised, Code Length=322025.10 | 87.8 | |
| HashCoderModel=ViT-B, Supervision=Unsupervised, Representation=256-bit Code2025.10 | 87.6 | |
| ViT-BModel=ViT-B, Supervision=Random, Representation=Original2025.10 | 85.9 | |
| ViT-BModel=ViT-B, Supervision=Unsupervised, Representation=Original2025.10 | 85.9 | |
| ViT-BModel=ViT-B, Supervision=Supervised, Representation=Original2025.10 | 85.9 | |
| DINOv2Supervision Type=Unsupervised, Code Length=642025.10 | 85.6 | |
| SimDINOv2Supervision Type=Unsupervised, Code Length=Orig2025.10 | 84.1 | |
| SimDINOv2Supervision Type=Supervised, Code Length=Orig2025.10 | 84.1 | |
| DINOv2Supervision Type=Unsupervised, Code Length=322025.10 | 84 | |
| DINOv2Supervision Type=Supervised, Code Length=162025.10 | 83 | |
| SimDINOv2Supervision Type=Supervised, Code Length=642025.10 | 83 | |
| SimDINOv2Supervision Type=Supervised, Code Length=322025.10 | 81 | |
| DINOv2Supervision Type=Unsupervised, Code Length=162025.10 | 79.9 | |
| SimDINOv2Supervision Type=Unsupervised, Code Length=642025.10 | 79.6 | |
| SimDINOv2Supervision Type=Unsupervised, Code Length=322025.10 | 77.8 | |
| Random HashCoderModel=ViT-B, Supervision=Random, Representation=256-bit Code2025.10 | 77.7 | |
| SimDINOv2Supervision Type=Supervised, Code Length=162025.10 | 74.6 | |
| SimDINOv2Supervision Type=Unsupervised, Code Length=162025.10 | 72.8 |