Image Copy Detection on SDXL (test)
81.8Avg SimilarityExponential PDF
Evaluation Results
| Method | Links | |
|---|---|---|
| Exponential PDFClass=Ours2024.09 | 81.8 | |
| Linear PDFClass=Ours2024.09 | 79.4 | |
| Gaussian PDFClass=Ours2024.09 | 78 | |
| Reducing RDClass=Models Trained on D-Rep2024.09 | 76.8 | |
| GPT-4VClass=Vision-language Models2024.09 | 74.7 | |
| CLIPClass=Vision-language Models2024.09 | 73.5 | |
| DINOv2Class=Self-supervised Learning Models2024.09 | 73.4 | |
| RegressionClass=Models Trained on D-Rep2024.09 | 72.1 | |
| SLIPClass=Vision-language Models2024.09 | 71.8 | |
| BLIPClass=Vision-language Models2024.09 | 71.7 | |
| ZeroVLClass=Vision-language Models2024.09 | 67.7 | |
| Label SmoothingClass=Models Trained on D-Rep2024.09 | 67.6 | |
| SimCLRClass=Self-supervised Learning Models2024.09 | 65.1 | |
| SimSiamClass=Self-supervised Learning Models2024.09 | 64.5 | |
| MoCov3Class=Self-supervised Learning Models2024.09 | 55.4 | |
| Enlarging PCCClass=Models Trained on D-Rep2024.09 | 55.4 | |
| One-hot LabelClass=Models Trained on D-Rep2024.09 | 54.8 | |
| DeiT-BClass=Supervised Pre-trained Models2024.09 | 52.5 | |
| ResNet-50Class=Supervised Pre-trained Models2024.09 | 52.2 | |
| MAEClass=Self-supervised Learning Models2024.09 | 48.9 | |
| ConvNeXtClass=Supervised Pre-trained Models2024.09 | 48.8 | |
| Swin-BClass=Supervised Pre-trained Models2024.09 | 43 | |
| BoTClass=Current ICD Models2024.09 | 40.1 | |
| CNNCLClass=Current ICD Models2024.09 | 35.8 | |
| EfNetClass=Current ICD Models2024.09 | 34 | |
| SSCDClass=Current ICD Models2024.09 | 23.9 | |
| EfficientNetClass=Supervised Pre-trained Models2024.09 | 21 | |
| ASLClass=Current ICD Models2024.09 | 4.9 |