List your company
ResearchFormerly WizWand

Image Manipulation Localization on NIST 16

0.872AUCObjectFormer
0.6648320.7186160.77240.826184Mar 28, 2022
Updated 8mo ago

Evaluation results

MethodLinks
ObjectFormerPre-training Data Size=62K2022.030.872
ObjectFormerDistortion=no distortion2022.030.8718
ObjectFormerDistortion=Resize (0.78x)2022.030.8717
ObjectFormerDistortion=JPEGCompress (q=100)2022.030.8637
ObjectFormerDistortion=Resize (0.25x)2022.030.8633
ObjectFormerDistortion=JPEGCompress (q=50)2022.030.8624
ObjectFormerDistortion=Gaussian Blur (k=3)2022.030.8597
PSCCNetPre-training Data Size=100K2022.030.855
PSCCNetDistortion=no distortion2022.030.8547
PSCCNetDistortion=JPEGCompress (q=100)2022.030.854
PSCCNetDistortion=Gaussian Blur (k=3)2022.030.8538
PSCCNetDistortion=JPEGCompress (q=50)2022.030.8537
PSCCNetDistortion=Resize (0.78x)2022.030.8529
PSCCNetDistortion=Resize (0.25x)2022.030.8501
SPANPre-training Data Size=96K2022.030.84
SPANDistortion=no distortion2022.030.8395
SPANDistortion=JPEGCompress (q=100)2022.030.8359
SPANDistortion=Resize (0.78x)2022.030.8324
SPANDistortion=Gaussian Blur (k=3)2022.030.831
SPANDistortion=JPEGCompress (q=50)2022.030.8068
SPANDistortion=Resize (0.25x)2022.030.8032
ObjectFormerDistortion=Gaussian Blur (k=15)2022.030.8026
PSCCNetDistortion=Gaussian Blur (k=15)2022.030.7993
ObjectFormerDistortion=Gaussian Noise (sigma=3)2022.030.7958
ManTraNetPre-training Data Size=64K2022.030.795
SPANDistortion=Gaussian Blur (k=15)2022.030.7915
PSCCNetDistortion=Gaussian Noise (sigma=3)2022.030.7842
ObjectFormerDistortion=Gaussian Noise (sigma=15)2022.030.7815
PSCCNetDistortion=Gaussian Noise (sigma=15)2022.030.7665
SPANDistortion=Gaussian Noise (sigma=3)2022.030.7517
SPANDistortion=Gaussian Noise (sigma=15)2022.030.6728