Image Retrieval on FLICKR25K
81.1mAPSimDINOv2
Evaluation results
| Method | Links | |
|---|---|---|
| SimDINOv2Supervision Type=Unsupervised, Code Length=Orig2025.10 | 81.1 | |
| SimDINOv2Supervision Type=Supervised, Code Length=Orig2025.10 | 81.1 | |
| DINOv2Supervision Type=Unsupervised, Code Length=322025.10 | 78.9 | |
| HashCoderModel=ViT-B, Supervision=Unsupervised, Representation=256-bit Code2025.10 | 78.5 | |
| SimDINOv2Supervision Type=Unsupervised, Code Length=642025.10 | 78.3 | |
| DINOv2Supervision Type=Unsupervised, Code Length=642025.10 | 78.2 | |
| SimDINOv2Supervision Type=Unsupervised, Code Length=322025.10 | 78.2 | |
| SimDINOv2Supervision Type=Unsupervised, Code Length=162025.10 | 78 | |
| DINOv2Supervision Type=Supervised, Code Length=322025.10 | 77 | |
| HashCoderModel=ViT-B, Supervision=Supervised, Representation=256-bit Code2025.10 | 77 | |
| DINOv2Supervision Type=Supervised, Code Length=642025.10 | 76.7 | |
| SimDINOv2Supervision Type=Supervised, Code Length=642025.10 | 76.7 | |
| DINOv2Supervision Type=Unsupervised, Code Length=162025.10 | 76.5 | |
| SimDINOv2Supervision Type=Supervised, Code Length=322025.10 | 76.5 | |
| DINOv2Supervision Type=Unsupervised, Code Length=Orig2025.10 | 76.3 | |
| DINOv2Supervision Type=Supervised, Code Length=Orig2025.10 | 76.3 | |
| SimDINOv2Supervision Type=Supervised, Code Length=162025.10 | 76.3 | |
| HashCoderModel=ViT-L, Supervision=Supervised, Representation=256-bit Code2025.10 | 76.3 | |
| HashCoderModel=ViT-L, Supervision=Unsupervised, Representation=256-bit Code2025.10 | 76.1 | |
| HashCoderModel=CNX-S, Supervision=Unsupervised, Representation=256-bit Code2025.10 | 75.8 | |
| CNX-SModel=CNX-S, Supervision=Unsupervised, Representation=Original2025.10 | 75.5 | |
| CNX-SModel=CNX-S, Supervision=Supervised, Representation=Original2025.10 | 75.5 | |
| DINOv2Supervision Type=Supervised, Code Length=162025.10 | 75.4 | |
| HashCoderModel=CNX-S, Supervision=Supervised, Representation=256-bit Code2025.10 | 74.6 | |
| ViT-LModel=ViT-L, Supervision=Unsupervised, Representation=Original2025.10 | 73.3 | |
| ViT-LModel=ViT-L, Supervision=Supervised, Representation=Original2025.10 | 73.3 | |
| ViT-BModel=ViT-B, Supervision=Random, Representation=Original2025.10 | 73 | |
| ViT-BModel=ViT-B, Supervision=Unsupervised, Representation=Original2025.10 | 73 | |
| ViT-BModel=ViT-B, Supervision=Supervised, Representation=Original2025.10 | 73 | |
| Random HashCoderModel=ViT-B, Supervision=Random, Representation=256-bit Code2025.10 | 62.2 |