Image Manipulation Localization on NIST 16
0.872AUCObjectFormer
Evaluation Results
| Method | Links | |
|---|---|---|
| ObjectFormerPre-training Data Size=62K2022.03 | 0.872 | |
| ObjectFormerDistortion=no distortion2022.03 | 0.8718 | |
| ObjectFormerDistortion=Resize (0.78x)2022.03 | 0.8717 | |
| ObjectFormerDistortion=JPEGCompress (q=100)2022.03 | 0.8637 | |
| ObjectFormerDistortion=Resize (0.25x)2022.03 | 0.8633 | |
| ObjectFormerDistortion=JPEGCompress (q=50)2022.03 | 0.8624 | |
| ObjectFormerDistortion=Gaussian Blur (k=3)2022.03 | 0.8597 | |
| PSCCNetPre-training Data Size=100K2022.03 | 0.855 | |
| PSCCNetDistortion=no distortion2022.03 | 0.8547 | |
| PSCCNetDistortion=JPEGCompress (q=100)2022.03 | 0.854 | |
| PSCCNetDistortion=Gaussian Blur (k=3)2022.03 | 0.8538 | |
| PSCCNetDistortion=JPEGCompress (q=50)2022.03 | 0.8537 | |
| PSCCNetDistortion=Resize (0.78x)2022.03 | 0.8529 | |
| PSCCNetDistortion=Resize (0.25x)2022.03 | 0.8501 | |
| SPANPre-training Data Size=96K2022.03 | 0.84 | |
| SPANDistortion=no distortion2022.03 | 0.8395 | |
| SPANDistortion=JPEGCompress (q=100)2022.03 | 0.8359 | |
| SPANDistortion=Resize (0.78x)2022.03 | 0.8324 | |
| SPANDistortion=Gaussian Blur (k=3)2022.03 | 0.831 | |
| SPANDistortion=JPEGCompress (q=50)2022.03 | 0.8068 | |
| SPANDistortion=Resize (0.25x)2022.03 | 0.8032 | |
| ObjectFormerDistortion=Gaussian Blur (k=15)2022.03 | 0.8026 | |
| PSCCNetDistortion=Gaussian Blur (k=15)2022.03 | 0.7993 | |
| ObjectFormerDistortion=Gaussian Noise (sigma=3)2022.03 | 0.7958 | |
| ManTraNetPre-training Data Size=64K2022.03 | 0.795 | |
| SPANDistortion=Gaussian Blur (k=15)2022.03 | 0.7915 | |
| PSCCNetDistortion=Gaussian Noise (sigma=3)2022.03 | 0.7842 | |
| ObjectFormerDistortion=Gaussian Noise (sigma=15)2022.03 | 0.7815 | |
| PSCCNetDistortion=Gaussian Noise (sigma=15)2022.03 | 0.7665 | |
| SPANDistortion=Gaussian Noise (sigma=3)2022.03 | 0.7517 | |
| SPANDistortion=Gaussian Noise (sigma=15)2022.03 | 0.6728 |