Provenance Tracing on ImageNet
100TPR@1%FPROurs
Evaluation results
| Method | Links | |
|---|---|---|
| OursTarget Model=LlamaGen2026.06 | 100 | |
| OursTarget Model=RAR2026.06 | 100 | |
| OursTarget Model=Taming2026.06 | 100 | |
| OursTarget Model=VAR2026.06 | 100 | |
| OursTarget Model=VQDiff2026.06 | 100 | |
| Ours (QuantLoss)Original Model=LlamaGen2026.06 | 100 | |
| Ours (QuantLoss)Original Model=RAR2026.06 | 100 | |
| Ours (QuantLoss)Original Model=Taming2026.06 | 100 | |
| Ours (QuantLoss)Original Model=VAR2026.06 | 100 | |
| Ours (QuantLoss)Original Model=VQDiff2026.06 | 100 | |
| OursTarget Model=Infinity2026.06 | 99.4 | |
| Ours (QuantLoss)Original Model=Infinity2026.06 | 99.4 | |
| LatentTracerOriginal Model=VQDiff2026.06 | 97.7 | |
| LatentTracerOriginal Model=LlamaGen2026.06 | 93.5 | |
| AEDROriginal Model=VQDiff2026.06 | 89.7 | |
| D3QETarget Model=LlamaGen2026.06 | 86.9 | |
| AEDROriginal Model=Taming2026.06 | 80.4 | |
| D3QETarget Model=RAR2026.06 | 78 | |
| D3QETarget Model=Taming2026.06 | 78 | |
| D3QETarget Model=VAR2026.06 | 73.5 | |
| LatentTracerOriginal Model=Taming2026.06 | 73 | |
| AEDROriginal Model=LlamaGen2026.06 | 50.9 | |
| D3QETarget Model=VQDiff2026.06 | 49.9 | |
| ReconstructionOriginal Model=LlamaGen2026.06 | 33.6 | |
| AEDROriginal Model=RAR2026.06 | 29.5 | |
| AIDEModel=Taming2026.06 | 29.4 | |
| AEDROriginal Model=VAR2026.06 | 29.1 | |
| AIDEModel=RAR2026.06 | 27.9 | |
| ReconstructionOriginal Model=Taming2026.06 | 27.5 | |
| AIDEModel=LlamaGen2026.06 | 18.8 | |
| ReconstructionOriginal Model=VQDiff2026.06 | 17.2 | |
| AIDEModel=VAR2026.06 | 14.6 | |
| AIDEModel=VQ-Diffusion2026.06 | 10.3 | |
| D3QETarget Model=Infinity2026.06 | 6.3 | |
| LatentTracerOriginal Model=RAR2026.06 | 6 | |
| AIDEModel=Infinity2026.06 | 5.6 | |
| LatentTracerOriginal Model=VAR2026.06 | 3.9 | |
| ReconstructionOriginal Model=RAR2026.06 | 3.8 | |
| AEDROriginal Model=Infinity2026.06 | 1.6 | |
| ReconstructionOriginal Model=VAR2026.06 | 1.4 | |
| ReconstructionOriginal Model=Infinity2026.06 | 0 | |
| LatentTracerOriginal Model=Infinity2026.06 | 0 |