Generative Steganography on WILD benchmark leaderboard · SOTA2 Research

Generative Steganography on WILD

2.1539Entropy (bit/token)DISCOP (R.)

Evaluation Results

Method	Links
DISCOP (R.)2025.04		2.1539	1.9093	0.8866	0.0822	5.1384	0.6708	0.8821	0.9431	51.48	1
iMEC2025.04		2.1231	1.6174	0.7466	3.5392	4.9894	0.6994	0.9023	0.9536	52.27	0.9952
METEOR2025.04		2.0963	1.3047	0.6233	0.0329	4.9355	0.6676	0.8788	0.9426	51.83	1
SparSamp2025.04		2.0895	1.8905	0.9052	0.0299	4.9285	0.6431	0.8919	0.9426	51.87	1
Random Sampling2025.04		2.0806	—	—	0.0296	4.7768	0.6604	0.875	0.9382	—	—
Adaptive Dynamic Sampling (ADS)2025.04		2.0641	1.8789	0.9103	0.0293	4.7569	0.6716	0.8811	0.9409	49.83	1
DISCOP2025.04		1.9569	0.8367	0.4275	0.0558	4.2501	0.6632	0.8748	0.9394	51.94	1
iMEC2025.04		1.0235	0.7345	0.6923	3.8231	2.2813	0.6865	0.8827	0.9442	53.25	0.8825
SparSamp2025.04		1.0144	0.8562	0.8411	0.0314	2.1201	0.6091	0.8426	0.9245	51.57	1
Adaptive Dynamic Sampling (ADS)2025.04		0.9872	0.8964	0.9137	0.0295	2.0788	0.6097	0.8415	0.9246	50.18	1
METEOR2025.04		0.987	0.5732	0.5633	0.0298	2.0888	0.6135	0.8458	0.9275	54.23	1
DISCOP (R.)2025.04		0.9506	0.7683	0.793	0.0427	2.0141	0.6086	0.8389	0.9215	51.42	1
Random Sampling2025.04		0.9489	—	—	0.0295	1.989	0.6073	0.8377	0.9208	—	—
DISCOP2025.04		0.9267	0.4242	0.4631	0.0379	1.9848	0.6044	0.8351	0.9192	51.51	1
iMEC2025.04		0.839	0.6057	0.7218	5.9045	1.8825	0.6494	0.8822	0.9416	55.17	0.8432
METEOR2025.04		0.7172	0.4031	0.5574	0.0317	1.7815	0.61	0.8465	0.9284	53.86	1
SparSamp2025.04		0.7085	0.5713	0.8183	0.0336	1.7657	0.6061	0.844	0.9293	51.07	1
Adaptive Dynamic Sampling (ADS)2025.04		0.7028	0.6572	0.9352	0.0313	1.7035	0.6063	0.8339	0.926	49.73	1
DISCOP (R.)2025.04		0.6955	0.5221	0.7425	0.0765	1.7083	0.606	0.8408	0.9219	50.19	1
Random Sampling2025.04		0.6934	—	—	0.0312	1.734	0.609	0.8399	0.9222	—	—
DISCOP2025.04		0.6928	0.3297	0.4795	0.054	1.7405	0.6078	0.8456	0.9301	49.98	1