Image Watermarking on RAR Latent Decoder benchmark leaderboard · SOTA2 Research

Image Watermarking on RAR Latent Decoder

3.09FIDPost-hoc pixel

Evaluation Results

Method
Post-hoc pixel2026.01	3.09	100	99.69	92.97	99.74	93.93	97.27
MBRS2026.01	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
CIN2026.01	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
TrustMark2026.01	3.28	99.91	97.67	77.47	98.18	52.18	85.08
WAM2026.01	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