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ResearchFormerly WizWand

Image Copy Detection on GLIDE (test)

0.794Average SimilarityExponential PDF
0.186640.344320.5020.65968Sep 30, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Exponential PDFClass=Ours2024.090.794
Linear PDFClass=Ours2024.090.79
Reducing RDClass=Models Trained on D-Rep2024.090.785
Gaussian PDFClass=Ours2024.090.776
DINOv2Class=Self-supervised Learning Models2024.090.751
GPT-4VClass=Vision-language Models2024.090.744
RegressionClass=Models Trained on D-Rep2024.090.744
CLIPClass=Vision-language Models2024.090.727
ZeroVLClass=Vision-language Models2024.090.707
SLIPClass=Vision-language Models2024.090.699
DeiT-BClass=Supervised Pre-trained Models2024.090.694
BLIPClass=Vision-language Models2024.090.689
SimSiamClass=Self-supervised Learning Models2024.090.683
SimCLRClass=Self-supervised Learning Models2024.090.655
MoCov3Class=Self-supervised Learning Models2024.090.599
Enlarging PCCClass=Models Trained on D-Rep2024.090.592
ConvNeXtClass=Supervised Pre-trained Models2024.090.58
Swin-BClass=Supervised Pre-trained Models2024.090.561
Label SmoothingClass=Models Trained on D-Rep2024.090.548
ResNet-50Class=Supervised Pre-trained Models2024.090.54
MAEClass=Self-supervised Learning Models2024.090.49
BoTClass=Current ICD Models2024.090.489
ASLClass=Current ICD Models2024.090.436
CNNCLClass=Current ICD Models2024.090.349
EfNetClass=Current ICD Models2024.090.349
EfficientNetClass=Supervised Pre-trained Models2024.090.268
SSCDClass=Current ICD Models2024.090.266
One-hot LabelClass=Models Trained on D-Rep2024.090.21