Image Copy Detection on SD 1.5 (test)
0.831Average SimilarityExponential PDF
Evaluation Results
| Method | Links | |
|---|---|---|
| Exponential PDFClass=Ours2024.09 | 0.831 | |
| Linear PDFClass=Ours2024.09 | 0.822 | |
| Reducing RDClass=Models Trained on D-Rep2024.09 | 0.795 | |
| Gaussian PDFClass=Ours2024.09 | 0.787 | |
| DINOv2Class=Self-supervised Learning Models2024.09 | 0.766 | |
| RegressionClass=Models Trained on D-Rep2024.09 | 0.75 | |
| Label SmoothingClass=Models Trained on D-Rep2024.09 | 0.712 | |
| BLIPClass=Vision-language Models2024.09 | 0.703 | |
| SLIPClass=Vision-language Models2024.09 | 0.685 | |
| GPT-4VClass=Vision-language Models2024.09 | 0.661 | |
| CLIPClass=Vision-language Models2024.09 | 0.646 | |
| SimCLRClass=Self-supervised Learning Models2024.09 | 0.633 | |
| One-hot LabelClass=Models Trained on D-Rep2024.09 | 0.63 | |
| Enlarging PCCClass=Models Trained on D-Rep2024.09 | 0.598 | |
| MoCov3Class=Self-supervised Learning Models2024.09 | 0.585 | |
| ZeroVLClass=Vision-language Models2024.09 | 0.578 | |
| SimSiamClass=Self-supervised Learning Models2024.09 | 0.572 | |
| MAEClass=Self-supervised Learning Models2024.09 | 0.489 | |
| DeiT-BClass=Supervised Pre-trained Models2024.09 | 0.386 | |
| ConvNeXtClass=Supervised Pre-trained Models2024.09 | 0.38 | |
| ResNet-50Class=Supervised Pre-trained Models2024.09 | 0.362 | |
| Swin-BClass=Supervised Pre-trained Models2024.09 | 0.334 | |
| BoTClass=Current ICD Models2024.09 | 0.216 | |
| CNNCLClass=Current ICD Models2024.09 | 0.201 | |
| ASLClass=Current ICD Models2024.09 | 0.183 | |
| EfNetClass=Current ICD Models2024.09 | 0.133 | |
| EfficientNetClass=Supervised Pre-trained Models2024.09 | 0.116 | |
| SSCDClass=Current ICD Models2024.09 | 0.116 |