Model Attribution on GM-CIFAR10 (test)
72.018AccuracyManiFPT_SL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ManiFPT_SLEmbedding Space=SL, Embedding map=Pretrained ResNet502024.02 | 72.018 | 58.9 | |
| ManiFPT_FREQEmbedding Space=FREQ, Embedding map=Channelwise FFT2024.02 | 70.191 | 57.2 | |
| ManiFPT_SSLEmbedding Space=SSL, Embedding map=Pretrained BarlowTwin2024.02 | 70.177 | 56.1 | |
| ManiFPT_RGBEmbedding Space=RGB, Embedding map=Identity2024.02 | 69.48 | 55.2 | |
| Wang20Type=Learned representation2024.02 | 62.23 | 53.6 | |
| Yu19Type=Learned representation2024.02 | 62.01 | 50.1 | |
| Marra19Type=Learned representation2024.02 | 60.71 | 47.2 | |
| Durall20Type=Frequency-based2024.02 | 57.293 | 46.5 | |
| Dzanic20Type=Frequency-based2024.02 | 56.123 | 43.1 | |
| Marra18Type=Learned representation2024.02 | 55.944 | 41.2 | |
| Nataraj19Type=Color-based2024.02 | 46.291 | 36.7 | |
| McClo18Type=Color-based2024.02 | 40.223 | 32.4 |