Underwater Image Enhancement on UIEB 13 (test) benchmark leaderboard · SOTA2 Research

Underwater Image Enhancement on UIEB 13 (test)

25.16PSNRProposed Unfolding Network

Evaluation Results

Method	Links
Proposed Unfolding Network2026.06		25.16	0.914	0.089
Mamba-UIE2026.06		23.27	0.9031	0.108
Phaseformer2026.06		22.76	0.8252	0.13
Variational Model2026.06		22.61	0.8839	0.14
UColor2026.06		22.4	0.888	0.135
RAUNE-Net2026.06		22.2	0.8315	0.134
UIR-PolyKernel2026.06		21.88	0.8948	0.12
UIECˆ2-Net2026.06		21.17	0.8735	0.115
UnfoldNet2026.06		20.9	0.8567	0.201
LiteEnhanceNet2026.06		20.88	0.8567	0.141
AutoEnhancer2026.06		18.71	0.8234	0.182
WWPF2026.06		18.16	0.7742	0.192
Shallow-UWNet2026.06		17.7	0.8014	0.194
MMLE2026.06		17.66	0.7408	0.237
P2CNet2026.06		17.32	0.7334	0.227
CBAF2026.06		16.99	0.8028	0.242
BayesianRetinex2026.06		16.31	0.735	0.299
HFM2026.06		16.15	0.7768	0.232
UNTV2026.06		15.46	0.6044	0.332
PCDE2026.06		14.49	0.622	0.348