Provenance Tracing on LAION
100TPR@1%FPROurs
Evaluation Results
| Method | Links | |
|---|---|---|
| OursTarget Model=LlamaGen2026.06 | 100 | |
| OursTarget Model=RAR2026.06 | 100 | |
| OursTarget Model=Taming2026.06 | 100 | |
| Ours (QuantLoss)Original Model=LlamaGen2026.06 | 100 | |
| Ours (QuantLoss)Original Model=RAR2026.06 | 100 | |
| Ours (QuantLoss)Original Model=Taming2026.06 | 100 | |
| OursTarget Model=VQDiff2026.06 | 99.4 | |
| Ours (QuantLoss)Original Model=VQDiff2026.06 | 99.4 | |
| OursTarget Model=VAR2026.06 | 99.2 | |
| Ours (QuantLoss)Original Model=VAR2026.06 | 99.2 | |
| LatentTracerOriginal Model=VQDiff2026.06 | 93.8 | |
| LatentTracerOriginal Model=LlamaGen2026.06 | 89.2 | |
| OursTarget Model=Infinity2026.06 | 85.6 | |
| Ours (QuantLoss)Original Model=Infinity2026.06 | 85.6 | |
| AEDROriginal Model=Taming2026.06 | 82.5 | |
| D3QETarget Model=LlamaGen2026.06 | 67.7 | |
| LatentTracerOriginal Model=Taming2026.06 | 61 | |
| AEDROriginal Model=LlamaGen2026.06 | 55.3 | |
| D3QETarget Model=VAR2026.06 | 52.2 | |
| AEDROriginal Model=VQDiff2026.06 | 51.4 | |
| D3QETarget Model=RAR2026.06 | 49.7 | |
| D3QETarget Model=Taming2026.06 | 49.7 | |
| ReconstructionOriginal Model=LlamaGen2026.06 | 34 | |
| D3QETarget Model=VQDiff2026.06 | 31.6 | |
| AIDEModel=RAR2026.06 | 26.8 | |
| AIDEModel=Taming2026.06 | 25.8 | |
| ReconstructionOriginal Model=Taming2026.06 | 21.5 | |
| AEDROriginal Model=Infinity2026.06 | 18.9 | |
| AIDEModel=LlamaGen2026.06 | 16.8 | |
| AEDROriginal Model=RAR2026.06 | 16.6 | |
| AEDROriginal Model=VAR2026.06 | 15.7 | |
| AIDEModel=VAR2026.06 | 12.5 | |
| AIDEModel=VQ-Diffusion2026.06 | 9.2 | |
| ReconstructionOriginal Model=VQDiff2026.06 | 8.8 | |
| LatentTracerOriginal Model=RAR2026.06 | 6.1 | |
| AIDEModel=Infinity2026.06 | 4.6 | |
| ReconstructionOriginal Model=RAR2026.06 | 4.1 | |
| D3QETarget Model=Infinity2026.06 | 1.5 | |
| ReconstructionOriginal Model=VAR2026.06 | 1.4 | |
| LatentTracerOriginal Model=VAR2026.06 | 1.3 | |
| ReconstructionOriginal Model=Infinity2026.06 | 0.2 | |
| LatentTracerOriginal Model=Infinity2026.06 | 0 |