Image Copy Detection on DeepFloyd IF (test)
80.4Average SimilarityExponential PDF
Evaluation Results
| Method | Links | |
|---|---|---|
| Exponential PDFClass=Ours2024.09 | 80.4 | |
| Linear PDFClass=Ours2024.09 | 79.4 | |
| Gaussian PDFClass=Ours2024.09 | 77.4 | |
| Reducing RDClass=Models Trained on D-Rep2024.09 | 76.8 | |
| RegressionClass=Models Trained on D-Rep2024.09 | 73.9 | |
| GPT-4VClass=Vision-language Models2024.09 | 73.1 | |
| CLIPClass=Vision-language Models2024.09 | 72.8 | |
| DINOv2Class=Self-supervised Learning Models2024.09 | 72.3 | |
| SLIPClass=Vision-language Models2024.09 | 71 | |
| BLIPClass=Vision-language Models2024.09 | 69.6 | |
| SimSiamClass=Self-supervised Learning Models2024.09 | 68.4 | |
| ZeroVLClass=Vision-language Models2024.09 | 68.1 | |
| SimCLRClass=Self-supervised Learning Models2024.09 | 65.6 | |
| Label SmoothingClass=Models Trained on D-Rep2024.09 | 62.8 | |
| DeiT-BClass=Supervised Pre-trained Models2024.09 | 60.3 | |
| Enlarging PCCClass=Models Trained on D-Rep2024.09 | 59.5 | |
| MoCov3Class=Self-supervised Learning Models2024.09 | 57.9 | |
| ResNet-50Class=Supervised Pre-trained Models2024.09 | 56.4 | |
| One-hot LabelClass=Models Trained on D-Rep2024.09 | 56.2 | |
| ConvNeXtClass=Supervised Pre-trained Models2024.09 | 54.3 | |
| Swin-BClass=Supervised Pre-trained Models2024.09 | 51.4 | |
| MAEClass=Self-supervised Learning Models2024.09 | 49.2 | |
| BoTClass=Current ICD Models2024.09 | 47.7 | |
| EfNetClass=Current ICD Models2024.09 | 43.8 | |
| CNNCLClass=Current ICD Models2024.09 | 34.7 | |
| SSCDClass=Current ICD Models2024.09 | 30.3 | |
| EfficientNetClass=Supervised Pre-trained Models2024.09 | 24.1 | |
| ASLClass=Current ICD Models2024.09 | 12.2 |