Image Watermarking on RAR Latent Decoder

3.09FID

Post-hoc pixel

Updated 4d ago

Evaluation Results

Method
Post-hoc pixel 2026.01	3.09	100	99.69	92.97	99.74	93.93	97.27
MBRS 2026.01	3.09	100	94.29	59.51	99.63	49.58	80.6
WAM (Distilled) 2026.01	3.09	64.24	60.28	56.05	60.94	47.55	57.81
MBRS (Distilled) 2026.01	3.1	50.08	49.7	49.68	50.18	49.25	49.78
MBRS (Distilled) 2026.01	3.1	51.39	50.69	49.9	50.96	49.23	50.43
CIN 2026.01	3.11	100	88.87	58.22	92.32	47.32	77.35
CIN (Distilled) 2026.01	3.11	49.12	48.65	49.05	48.18	48.45	48.69
Post-hoc pixel (Distilled) 2026.01	3.12	50.15	50.12	50.32	50.57	49.61	50.15
CIN (Distilled) 2026.01	3.14	56.79	53.56	50.5	50.02	48.41	51.86
Post-hoc pixel (Distilled) 2026.01	3.15	51.12	50.89	50.8	51.53	49.69	50.81
WAM (Distilled) 2026.01	3.16	99.47	84.01	67.24	76.39	45.4	74.5
TrustMark (Distilled) 2026.01	3.2	49.96	50.04	50.08	50.12	50.27	50.09
TrustMark (Distilled) 2026.01	3.23	50.94	50.86	50.63	50.67	50.53	50.73
TrustMark 2026.01	3.28	99.91	97.67	77.47	98.18	52.18	85.08
WAM 2026.01	3.42	100	86.85	86.49	95.25	44.75	82.67
Post-hoc latent (after quantization) 2026.01	3.44	99.52	98.56	91.37	97.97	82.35	93.96
Post-hoc latent (before quantization) 2026.01	3.56	96.92	95.91	87.2	95.98	77	90.6
Post-hoc latent (after quantization, Distilled) 2026.01	3.57	89.92	87.45	80.58	86.03	63.01	81.4
Post-hoc latent (after quantization, Distilled) 2026.01	3.62	99.09	97.65	89.95	96.37	69.77	90.57
Post-hoc latent (before quantization, Distilled) 2026.01	3.99	57.06	56.53	55.06	56.26	50.71	55.12
Post-hoc latent (before quantization, Distilled) 2026.01	3.99	51.94	53.1	51.55	55.24	50.73	52.51