Image Copy Detection on Midjourney (test)
81.4Average SimilarityExponential PDF
Evaluation Results
| Method | Links | |
|---|---|---|
| Exponential PDFClass=Ours2024.09 | 81.4 | |
| Linear PDFClass=Ours2024.09 | 75.8 | |
| Gaussian PDFClass=Ours2024.09 | 75.4 | |
| Reducing RDClass=Models Trained on D-Rep2024.09 | 73.6 | |
| RegressionClass=Models Trained on D-Rep2024.09 | 69.4 | |
| SLIPClass=Vision-language Models2024.09 | 68 | |
| BLIPClass=Vision-language Models2024.09 | 67.4 | |
| CLIPClass=Vision-language Models2024.09 | 66.5 | |
| GPT-4VClass=Vision-language Models2024.09 | 65.5 | |
| SimCLRClass=Self-supervised Learning Models2024.09 | 64 | |
| SimSiamClass=Self-supervised Learning Models2024.09 | 61.1 | |
| ZeroVLClass=Vision-language Models2024.09 | 58.1 | |
| Label SmoothingClass=Models Trained on D-Rep2024.09 | 56.8 | |
| DINOv2Class=Self-supervised Learning Models2024.09 | 52.9 | |
| MoCov3Class=Self-supervised Learning Models2024.09 | 52.6 | |
| Enlarging PCCClass=Models Trained on D-Rep2024.09 | 51 | |
| MAEClass=Self-supervised Learning Models2024.09 | 48.8 | |
| DeiT-BClass=Supervised Pre-trained Models2024.09 | 47.8 | |
| ResNet-50Class=Supervised Pre-trained Models2024.09 | 43.6 | |
| ConvNeXtClass=Supervised Pre-trained Models2024.09 | 42.9 | |
| Swin-BClass=Supervised Pre-trained Models2024.09 | 38.7 | |
| One-hot LabelClass=Models Trained on D-Rep2024.09 | 37.6 | |
| BoTClass=Current ICD Models2024.09 | 34.5 | |
| CNNCLClass=Current ICD Models2024.09 | 31.1 | |
| EfNetClass=Current ICD Models2024.09 | 26.5 | |
| ASLClass=Current ICD Models2024.09 | 23.1 | |
| EfficientNetClass=Supervised Pre-trained Models2024.09 | 18.5 | |
| SSCDClass=Current ICD Models2024.09 | 18.1 |