Model Attribution on GM-CelebA (test)
74.7AccuracyManiFPT_SSL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ManiFPT_SSLEmbedding Space=SSL, Embedding map=Pretrained BarlowTwin2024.02 | 74.7 | 125.9 | |
| ManiFPT_SLEmbedding Space=SL, Embedding map=Pretrained ResNet502024.02 | 73.6 | 168 | |
| ManiFPT_FREQEmbedding Space=FREQ, Embedding map=Channelwise FFT2024.02 | 72.8 | 120.9 | |
| ManiFPT_RGBEmbedding Space=RGB, Embedding map=Identity2024.02 | 70.5 | 115.3 | |
| Marra18Type=Learned representation2024.02 | 63.1 | 83.4 | |
| McClo18Type=Color-based2024.02 | 62.6 | 70.2 | |
| Durall20Type=Frequency-based2024.02 | 62.2 | 75.5 | |
| Wang20Type=Learned representation2024.02 | 62.2 | 89.8 | |
| Dzanic20Type=Frequency-based2024.02 | 61.6 | 88.1 | |
| Nataraj19Type=Color-based2024.02 | 61.1 | 74 | |
| Marra19Type=Learned representation2024.02 | 61.1 | 101.4 | |
| Yu19Type=Learned representation2024.02 | 60.6 | 111.4 |