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RGB-D Saliency Detection on NLPR

0.944Max F-beta

Samba+

Updated 25d ago

Evaluation Results

Method
Samba+ 2026.02	0.944	0.949	0.975	-	-	-
Samba 2026.02	0.941	0.947	0.976	-	-	-
SwinNet-B21 2026.02	0.936	0.941	0.974	-	-	-
CPNet24 2026.02	0.936	0.94	0.971	-	-	-
CATNet23 2026.02	0.934	0.938	0.971	-	-	-
MambaSOD 2026.06	0.934	0.941	0.973	-	-	0.017
HVPNet 2026.06	0.934	0.942	0.971	-	-	0.016
VSCode-S24 2026.02	0.932	0.941	0.968	-	-	-
EM-Trans 2026.06	0.932	0.941	0.97	-	-	0.018
STANet 2026.06	0.926	0.934	0.968	-	-	0.021
SP-Net 2021.08	0.925	0.927	0.959	0.021	-	-
VST-S++24 2026.02	0.925	0.935	0.964	-	-	-
AirSOD 2026.06	0.923	0.924	0.963	-	-	0.023
MMNet 2026.06	0.923	0.934	0.965	-	-	0.023
CATNet 2026.06	0.923	0.94	0.966	-	-	0.018
VST 2021.04	0.92	-	0.962	0.024	0.932	-
HVPNet(-) 2026.06	0.92	0.927	0.965	-	-	0.021
SP-Net21 2026.02	0.919	0.927	0.962	-	-	-
BBSNet20 2026.02	0.918	0.931	0.961	-	-	-
JL-DCF20 2026.02	0.918	0.931	0.965	-	-	-
JL-DCF 2021.04	0.918	-	0.963	0.022	0.925	-
BBS-Net 2021.04	0.918	-	0.961	0.023	0.931	-
CPNet 2026.06	0.918	0.94	0.969	-	-	0.016
HDFNet 2021.08	0.917	0.923	0.963	0.023	-	-
HDFNet 2021.04	0.917	-	0.963	0.023	0.923	-
JL-DCF 2021.08	0.916	0.925	0.962	0.022	-	-
DANet 2021.08	0.916	0.915	0.953	0.028	-	-
PGAR 2021.08	0.916	0.93	0.961	0.024	-	-
HFILNet 2026.06	0.915	0.943	0.969	-	-	0.016
SPSN22 2026.02	0.912	0.923	0.96	-	-	-
DCF21 2026.02	0.91	0.922	0.957	-	-	-
LSNet 2026.06	0.91	0.919	0.961	-	-	0.025
DANet 2021.04	0.909	-	0.955	0.027	0.92	-
ICNet 2021.08	0.908	0.923	0.952	0.028	-	-
GroupTransNet 2026.06	0.908	0.928	0.961	-	-	0.019
cmSalGAN 2021.08	0.907	0.922	0.957	0.027	-	-
Cas-Gnn 2021.04	0.906	-	0.955	0.025	0.919	-
MAGNet 2026.06	0.906	0.916	0.958	-	-	0.025
Cas-GNN 2021.08	0.904	0.919	0.947	0.028	-	-
cmMS 2021.04	0.904	-	0.955	0.028	0.919	-
UCNet 2021.08	0.903	0.92	0.956	0.025	-	-
UC-Net 2021.04	0.903	-	0.956	0.025	0.92	-
CMW 2021.04	0.903	-	0.951	0.029	0.917	-
S2MA 2021.08	0.902	0.915	0.953	0.03	-	-
S2MA 2021.04	0.902	-	0.953	0.03	0.916	-
ATSA 2021.04	0.898	-	0.951	0.027	0.909	-
D3Net 2021.08	0.897	0.912	0.953	0.03	-	-
DPLNet 2023.12	0.897	0.933	0.962	0.02	-	-
PGAR 2021.04	0.897	-	0.95	0.027	0.917	-
SSF 2021.08	0.896	0.914	0.953	0.026	-	-
CMMS 2021.08	0.896	0.915	0.949	0.027	-	-
SSF-RGBD 2021.04	0.896	-	0.953	0.027	0.915	-
CoNet 2021.04	0.893	-	0.948	0.027	0.912	-
ASIFNet 2021.08	0.888	0.906	0.944	0.03	-	-
CoNet 2021.08	0.887	0.908	0.945	0.031	-	-
LSNet 2023.12	0.885	0.918	0.956	0.024	-	-
A2dele 2021.08	0.882	0.898	0.944	0.029	-	-
A2dele 2021.04	0.882	-	0.944	0.029	0.899	-
DMRA 2021.08	0.879	0.899	0.947	0.031	-	-
SSF 2023.12	0.875	0.913	0.949	0.026	-	-
CMWNet 2023.12	0.872	0.917	0.951	0.029	-	-
cmWS 2023.12	0.87	0.915	0.945	0.027	-	-
BBSNet 2023.12	0.87	0.92	0.945	0.027	-	-
CPFP 2021.08	0.867	0.888	0.932	0.036	-	-
TANet 2021.08	0.863	0.886	0.941	0.041	-	-
PCF 2021.08	0.841	0.874	0.925	0.044	-	-
CTMF 2021.08	0.825	0.86	0.929	0.056	-	-
MMCI 2021.08	0.815	0.856	0.913	0.059	-	-
MDSF 2021.08	0.793	0.805	0.885	0.095	-	-
DF 2021.08	0.778	0.802	0.88	0.085	-	-
AFNet 2021.08	0.771	0.799	0.879	0.058	-	-
LBE 2021.08	0.745	0.762	0.855	0.081	-	-
SE 2021.08	0.713	0.756	0.847	0.091	-	-
DTM 2021.08	0.677	0.733	0.833	0.145	-	-
DCMC 2021.08	0.648	0.724	0.793	0.117	-	-
LHM 2021.08	0.622	0.63	0.766	0.108	-	-
CDCP 2021.08	0.621	0.669	0.741	0.18	-	-
ACSD 2021.08	0.607	0.673	0.78	0.179	-	-
MST 2021.12	-	-	-	0.199	-	-
BSCA 2021.12	-	-	-	0.178	-	-
GP 2021.12	-	-	-	0.144	-	-
CDB 2021.12	-	-	-	0.108	-	-
SE 2021.12	-	-	-	0.085	-	-
DCMC 2021.12	-	-	-	0.196	-	-
MB 2021.12	-	-	-	0.089	-	-
CDCP 2021.12	-	-	-	0.114	-	-
USD 2021.12	-	-	-	0.119	-	-
DeepUSPS 2021.12	-	-	-	0.088	-	-
SP 2021.12	-	-	-	0.065	-	-
CEN 2021.12	-	-	-	0.059	-	-