Underwater Image Enhancement on UIEB (PSNR, SSIM, UIQM, UCIQE, CCF, PCQI) benchmark leaderboard · SOTA2 Research

Underwater Image Enhancement on UIEB (PSNR, SSIM, UIQM, UCIQE, CCF, PCQI)

28.023PSNRWaterMamba

Evaluation Results

Method	Links
WaterMamba2025.12		28.023	0.849	2.745	0.61	27.271	0.746
JDPNet2025.12		23.007	0.915	3.045	0.626	29.908	0.979
Spectroformer2025.12		23.004	0.907	2.924	0.614	28.895	0.776
NU2Net2025.12		22.459	0.884	3.005	0.592	20.693	0.962
PUIE-MC2025.12		22.18	0.888	2.947	0.589	19.465	0.926
FiveAPlus2025.12		22.142	0.912	2.903	0.612	23.911	0.964
X-caunet2025.12		21.408	0.789	2.807	0.602	22.772	0.74
CWR2025.12		21.223	0.853	2.817	0.608	16.893	0.714
Ucolor2025.12		20.71	0.841	2.928	0.579	21.553	0.825
WaterNet2025.12		19.34	0.832	2.818	0.571	16.6	0.698
Shallow-uwnet2025.12		17.648	0.654	2.997	0.537	19.311	0.731
IBLA2025.12		17.036	0.751	2.84	0.602	39.041	0.679
UWCNN2025.12		15.4	0.775	2.126	0.506	15.073	0.773
GDCP2025.12		14.2	0.739	2.203	0.602	33.27	0.939
HS2CM2A2025.12		13.637	0.647	2.427	0.621	43.736	0.896
UDCP2025.12		12.539	0.618	1.957	0.588	38.218	0.467