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Watermarking on DCAE

10.72FIDPost-hoc pixel
10.684410.924711.16511.4053Jan 22, 2026

Evaluation results

MethodLinks
Post-hoc pixelDistillation=lambda_w = 02026.0110.7251.5851.5651.1451.7850.7251.38
Post-hoc pixelDistillation=Teacher2026.0110.8410099.8994.799.997.2997.78
MBRSDistillation=lambda_w = 02026.0110.8751.2250.8950.0751.1449.5650.54
CINDistillation=lambda_w = 02026.0110.8998.8186.7264.7494.2848.6177.48
MBRSDistillation=lambda_w = 0.12026.0110.9699.9995.2765.8199.8549.6682.55
MBRSDistillation=Teacher2026.0110.9997.4991.7264.6696.2749.6680.08
CINDistillation=Teacher2026.0111.0999.9988.5564.8699.2748.6878.78
CINDistillation=lambda_w = 0.12026.0111.0999.9487.6465.1199.2248.778.43
TrustMarkDistillation=lambda_w = 02026.0111.1194.5790.6672.1792.0550.8282.2
TrustMarkDistillation=Teacher2026.0111.2899.7897.1575.6198.9451.6887.31
WAMDistillation=lambda_w = 0.12026.0111.3210089.882.7397.1149.0186.25
Post-hoc latentDistillation=lambda_w = 02026.0111.3499.1997.3390.9198.3982.5894.41
Post-hoc pixelDistillation=lambda_w = 0.12026.0111.3799.9993.6587.3578.9262.1689.16
WAMDistillation=lambda_w = 02026.0111.3992.9884.5279.0392.350.3381.83
Post-hoc latentDistillation=Teacher2026.0111.4299.7598.0891.6299.2384.2895.18
Post-hoc latentDistillation=lambda_w = 0.12026.0111.4899.9999.3693.3599.7391.3496.77
TrustMarkDistillation=lambda_w = 0.12026.0111.5199.9997.7275.8999.3351.4287.73
WAMDistillation=Teacher2026.0111.6110091.0186.5199.0754.9788.67