Image Retrieval on CIFAR10
97.4mAPHashCoder
Evaluation Results
| Method | Links | |
|---|---|---|
| HashCoderModel=ViT-L, Supervision=Unsupervised, Representation=256-bit Code2025.10 | 97.4 | |
| HashCoderModel=ViT-L, Supervision=Supervised, Representation=256-bit Code2025.10 | 97.4 | |
| ViT-LModel=ViT-L, Supervision=Unsupervised, Representation=Original2025.10 | 96.9 | |
| ViT-LModel=ViT-L, Supervision=Supervised, Representation=Original2025.10 | 96.9 | |
| DINOv2Supervision Type=Unsupervised, Code Length=642025.10 | 95.8 | |
| DINOv2Supervision Type=Supervised, Code Length=642025.10 | 95.7 | |
| DINOv2Supervision Type=Unsupervised, Code Length=Orig2025.10 | 95.4 | |
| DINOv2Supervision Type=Supervised, Code Length=Orig2025.10 | 95.4 | |
| DINOv2Supervision Type=Supervised, Code Length=322025.10 | 95.2 | |
| DINOv2Supervision Type=Unsupervised, Code Length=322025.10 | 95 | |
| HashCoderModel=ViT-B, Supervision=Unsupervised, Representation=256-bit Code2025.10 | 94.8 | |
| HashCoderModel=ViT-B, Supervision=Supervised, Representation=256-bit Code2025.10 | 94.6 | |
| CNX-SModel=CNX-S, Supervision=Unsupervised, Representation=Original2025.10 | 94.1 | |
| CNX-SModel=CNX-S, Supervision=Supervised, Representation=Original2025.10 | 94.1 | |
| ViT-BModel=ViT-B, Supervision=Random, Representation=Original2025.10 | 93.6 | |
| ViT-BModel=ViT-B, Supervision=Unsupervised, Representation=Original2025.10 | 93.6 | |
| ViT-BModel=ViT-B, Supervision=Supervised, Representation=Original2025.10 | 93.6 | |
| DINOv2Supervision Type=Unsupervised, Code Length=162025.10 | 93.2 | |
| HashCoderModel=CNX-S, Supervision=Unsupervised, Representation=256-bit Code2025.10 | 93.2 | |
| HashCoderModel=CNX-S, Supervision=Supervised, Representation=256-bit Code2025.10 | 93.1 | |
| DINOv2Supervision Type=Supervised, Code Length=162025.10 | 92.9 | |
| SimDINOv2Supervision Type=Unsupervised, Code Length=Orig2025.10 | 89.6 | |
| SimDINOv2Supervision Type=Supervised, Code Length=Orig2025.10 | 89.6 | |
| Random HashCoderModel=ViT-B, Supervision=Random, Representation=256-bit Code2025.10 | 87.4 | |
| SimDINOv2Supervision Type=Supervised, Code Length=642025.10 | 82.7 | |
| SimDINOv2Supervision Type=Supervised, Code Length=322025.10 | 82.1 | |
| SimDINOv2Supervision Type=Unsupervised, Code Length=642025.10 | 81.3 | |
| SimDINOv2Supervision Type=Unsupervised, Code Length=322025.10 | 79.5 | |
| SimDINOv2Supervision Type=Supervised, Code Length=162025.10 | 78.8 | |
| SimDINOv2Supervision Type=Unsupervised, Code Length=162025.10 | 77.3 |