Image Copy Detection on GLIDE (test)
0.794Average SimilarityExponential PDF
Evaluation Results
| Method | Links | |
|---|---|---|
| Exponential PDFClass=Ours2024.09 | 0.794 | |
| Linear PDFClass=Ours2024.09 | 0.79 | |
| Reducing RDClass=Models Trained on D-Rep2024.09 | 0.785 | |
| Gaussian PDFClass=Ours2024.09 | 0.776 | |
| DINOv2Class=Self-supervised Learning Models2024.09 | 0.751 | |
| GPT-4VClass=Vision-language Models2024.09 | 0.744 | |
| RegressionClass=Models Trained on D-Rep2024.09 | 0.744 | |
| CLIPClass=Vision-language Models2024.09 | 0.727 | |
| ZeroVLClass=Vision-language Models2024.09 | 0.707 | |
| SLIPClass=Vision-language Models2024.09 | 0.699 | |
| DeiT-BClass=Supervised Pre-trained Models2024.09 | 0.694 | |
| BLIPClass=Vision-language Models2024.09 | 0.689 | |
| SimSiamClass=Self-supervised Learning Models2024.09 | 0.683 | |
| SimCLRClass=Self-supervised Learning Models2024.09 | 0.655 | |
| MoCov3Class=Self-supervised Learning Models2024.09 | 0.599 | |
| Enlarging PCCClass=Models Trained on D-Rep2024.09 | 0.592 | |
| ConvNeXtClass=Supervised Pre-trained Models2024.09 | 0.58 | |
| Swin-BClass=Supervised Pre-trained Models2024.09 | 0.561 | |
| Label SmoothingClass=Models Trained on D-Rep2024.09 | 0.548 | |
| ResNet-50Class=Supervised Pre-trained Models2024.09 | 0.54 | |
| MAEClass=Self-supervised Learning Models2024.09 | 0.49 | |
| BoTClass=Current ICD Models2024.09 | 0.489 | |
| ASLClass=Current ICD Models2024.09 | 0.436 | |
| CNNCLClass=Current ICD Models2024.09 | 0.349 | |
| EfNetClass=Current ICD Models2024.09 | 0.349 | |
| EfficientNetClass=Supervised Pre-trained Models2024.09 | 0.268 | |
| SSCDClass=Current ICD Models2024.09 | 0.266 | |
| One-hot LabelClass=Models Trained on D-Rep2024.09 | 0.21 |