Image Attribution Detection on LlamaGen generated images
100AUCOurs
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| OursSource Model=RAR2026.06 | 100 | — | — | — | — | — | — | — | — | |
| OursSource Model=Taming2026.06 | 100 | — | — | — | — | — | — | — | — | |
| OursSource Model=VAR2026.06 | 100 | — | — | — | — | — | — | — | — | |
| LatentTracerSource Model=VQ-Diffusion2026.06 | 99.9 | — | — | — | — | — | — | — | — | |
| OursSource Model=VQ-Diffusion2026.06 | 99.9 | — | — | — | — | — | — | — | — | |
| OursSource Model=Infinity2026.06 | 99.6 | — | — | — | — | — | — | — | — | |
| AEDRSource Model=VQ-Diffusion2026.06 | 99.2 | — | — | — | — | — | — | — | — | |
| AEDRSource Model=Taming2026.06 | 97.2 | — | — | — | — | — | — | — | — | |
| LatentTracerSource Model=Taming2026.06 | 95.6 | — | — | — | — | — | — | — | — | |
| AEDRSource Model=VAR2026.06 | 92.3 | — | — | — | — | — | — | — | — | |
| ReconstructionSource Model=VQ-Diffusion2026.06 | 88.9 | — | — | — | — | — | — | — | — | |
| AEDRSource Model=RAR2026.06 | 87.6 | — | — | — | — | — | — | — | — | |
| AEDRSource Model=Infinity2026.06 | 81.5 | — | — | — | — | — | — | — | — | |
| ReconstructionSource Model=Taming2026.06 | 80.5 | — | — | — | — | — | — | — | — | |
| LatentTracerSource Model=VAR2026.06 | 68.3 | — | — | — | — | — | — | — | — | |
| ReconstructionSource Model=RAR2026.06 | 66.6 | — | — | — | — | — | — | — | — | |
| LatentTracerSource Model=RAR2026.06 | 57 | — | — | — | — | — | — | — | — | |
| LatentTracerSource Model=Infinity2026.06 | 53 | — | — | — | — | — | — | — | — | |
| ReconstructionSource Model=VAR2026.06 | 50.3 | — | — | — | — | — | — | — | — | |
| ReconstructionSource Model=Infinity2026.06 | 20.2 | — | — | — | — | — | — | — | — | |
| AEDROriginal Model=LlamaGen2026.06 | — | 22.4 | 23.7 | 17.7 | 31.1 | 38 | 45.4 | 57.7 | 46.3 | |
| LatentTracerOriginal Model=LlamaGen2026.06 | — | 79.7 | 75.1 | 85.9 | 90 | 63.5 | 89.3 | 95.4 | 91.8 | |
| OursOriginal Model=LlamaGen, Set of signals=best-performing2026.06 | — | 100 | 100 | 100 | 100 | 99.9 | 100 | 100 | 100 | |
| ReconstructionOriginal Model=LlamaGen2026.06 | — | 13.2 | 15.4 | 18.5 | 17.2 | 0.3 | 21.9 | 47.3 | 17.9 |