Image Attribution on RAR
100NM/GMPIAR
Evaluation results
| Method | Links | ||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PIARSetting=Model Derivative Setting2026.06 | 100 | 97.5 | 99.8 | 100 | 100 | 100 | 98.5 | 87.7 | 86.5 | 98.4 | 96.8 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| ICASSetting=Model Derivative Setting2026.06 | 100 | 98.7 | 99.9 | 100 | 100 | 100 | 99.6 | 88.6 | 91.6 | 98.6 | 97.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PRADASetting=Model Derivative Setting2026.06 | 100 | 96.9 | 99.8 | 100 | 99.9 | 100 | 99 | 9.8 | 87.2 | 98.9 | 89.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DCBSetting=Model Derivative Setting2026.06 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 99.5 | 98.6 | 99.8 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PIAR2026.06 | 100 | 88 | 99.3 | 100 | 100 | 100 | 91.7 | 48.7 | 38.3 | 94.1 | 86 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| ICAS2026.06 | 100 | 94.1 | 99.8 | 100 | 100 | 100 | 98.3 | 48.9 | 69.2 | 93.3 | 90.4 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PRADA2026.06 | 100 | 76.9 | 99.6 | 100 | 100 | 100 | 96 | 0.1 | 50.7 | 95.9 | 81.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DCB2026.06 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 97.8 | 93.3 | 99.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| AEDROriginal Model=RAR2026.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 13.6 | 15.1 | 30 | 4 | 0.8 | 22.5 | 42.4 | 17.2 | |
| DCBEvaluation Setting=Direct training setting2026.06 | — | — | — | — | — | — | — | — | — | — | — | 100 | 100 | 98.6 | 99.5 | 98 | — | — | — | — | — | — | — | — | |
| ICASEvaluation Setting=Direct training setting2026.06 | — | — | — | — | — | — | — | — | — | — | — | 0.9 | 100 | 98.6 | 66.5 | 75.7 | — | — | — | — | — | — | — | — | |
| LatentTracerOriginal Model=RAR2026.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 2.2 | 1 | 2.2 | 0.2 | 0 | 2.1 | 7.7 | 5.3 | |
| OursOriginal Model=RAR2026.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 99.9 | 100 | 100 | 99.9 | 98.9 | 99.9 | 100 | 100 | |
| PIAREvaluation Setting=Direct training setting2026.06 | — | — | — | — | — | — | — | — | — | — | — | 7.8 | 99.8 | 98.4 | 68.7 | 77.5 | — | — | — | — | — | — | — | — | |
| PRADAEvaluation Setting=Direct training setting2026.06 | — | — | — | — | — | — | — | — | — | — | — | 98 | 100 | 99.1 | 99 | 85.3 | — | — | — | — | — | — | — | — | |
| ReconstructionOriginal Model=RAR2026.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 2.7 | 3.1 | 5.8 | 0.2 | 0 | 2.5 | 10.4 | 14.6 |