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ResearchFormerly WizWand

Image Copy Detection on New Bing (test)

0.802Average SimilarityExponential PDF
0.017840.221420.4250.62858Sep 30, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Exponential PDFClass=Ours2024.090.802
Linear PDFClass=Ours2024.090.782
Gaussian PDFClass=Ours2024.090.774
GPT-4VClass=Vision-language Models2024.090.732
Reducing RDClass=Models Trained on D-Rep2024.090.729
RegressionClass=Models Trained on D-Rep2024.090.704
BLIPClass=Vision-language Models2024.090.696
CLIPClass=Vision-language Models2024.090.695
SLIPClass=Vision-language Models2024.090.688
Label SmoothingClass=Models Trained on D-Rep2024.090.68
DINOv2Class=Self-supervised Learning Models2024.090.652
SimCLRClass=Self-supervised Learning Models2024.090.649
SimSiamClass=Self-supervised Learning Models2024.090.62
ZeroVLClass=Vision-language Models2024.090.589
MoCov3Class=Self-supervised Learning Models2024.090.541
DeiT-BClass=Supervised Pre-trained Models2024.090.528
Enlarging PCCClass=Models Trained on D-Rep2024.090.506
One-hot LabelClass=Models Trained on D-Rep2024.090.5
MAEClass=Self-supervised Learning Models2024.090.487
ResNet-50Class=Supervised Pre-trained Models2024.090.45
ConvNeXtClass=Supervised Pre-trained Models2024.090.433
Swin-BClass=Supervised Pre-trained Models2024.090.409
BoTClass=Current ICD Models2024.090.338
CNNCLClass=Current ICD Models2024.090.279
EfNetClass=Current ICD Models2024.090.249
EfficientNetClass=Supervised Pre-trained Models2024.090.171
SSCDClass=Current ICD Models2024.090.166
ASLClass=Current ICD Models2024.090.048