Image Copy Detection on New Bing (test)
0.802Average SimilarityExponential PDF
Evaluation Results
| Method | Links | |
|---|---|---|
| Exponential PDFClass=Ours2024.09 | 0.802 | |
| Linear PDFClass=Ours2024.09 | 0.782 | |
| Gaussian PDFClass=Ours2024.09 | 0.774 | |
| GPT-4VClass=Vision-language Models2024.09 | 0.732 | |
| Reducing RDClass=Models Trained on D-Rep2024.09 | 0.729 | |
| RegressionClass=Models Trained on D-Rep2024.09 | 0.704 | |
| BLIPClass=Vision-language Models2024.09 | 0.696 | |
| CLIPClass=Vision-language Models2024.09 | 0.695 | |
| SLIPClass=Vision-language Models2024.09 | 0.688 | |
| Label SmoothingClass=Models Trained on D-Rep2024.09 | 0.68 | |
| DINOv2Class=Self-supervised Learning Models2024.09 | 0.652 | |
| SimCLRClass=Self-supervised Learning Models2024.09 | 0.649 | |
| SimSiamClass=Self-supervised Learning Models2024.09 | 0.62 | |
| ZeroVLClass=Vision-language Models2024.09 | 0.589 | |
| MoCov3Class=Self-supervised Learning Models2024.09 | 0.541 | |
| DeiT-BClass=Supervised Pre-trained Models2024.09 | 0.528 | |
| Enlarging PCCClass=Models Trained on D-Rep2024.09 | 0.506 | |
| One-hot LabelClass=Models Trained on D-Rep2024.09 | 0.5 | |
| MAEClass=Self-supervised Learning Models2024.09 | 0.487 | |
| ResNet-50Class=Supervised Pre-trained Models2024.09 | 0.45 | |
| ConvNeXtClass=Supervised Pre-trained Models2024.09 | 0.433 | |
| Swin-BClass=Supervised Pre-trained Models2024.09 | 0.409 | |
| BoTClass=Current ICD Models2024.09 | 0.338 | |
| CNNCLClass=Current ICD Models2024.09 | 0.279 | |
| EfNetClass=Current ICD Models2024.09 | 0.249 | |
| EfficientNetClass=Supervised Pre-trained Models2024.09 | 0.171 | |
| SSCDClass=Current ICD Models2024.09 | 0.166 | |
| ASLClass=Current ICD Models2024.09 | 0.048 |