RGB-D Salient Object Detection on DUT-Depth
97.4E-measure (E_max)HVPNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HVPNetCategory=Accurate, Params(M)=16.6, FLOPs(G)=11.52026.06 | 97.4 | 95.1 | 96 | 0.017 | |
| CATNetCategory=Accurate, Params(M)=262.5, FLOPs(G)=341.82026.06 | 97.1 | 95.3 | 95 | 0.02 | |
| CPNetCategory=Accurate, Params(M)=216.5, FLOPs(G)=129.32026.06 | 97.1 | 95 | 95.4 | 0.019 | |
| MMNetCategory=Accurate, Params(M)=80.0, FLOPs(G)=24.52026.06 | 96.9 | 94.8 | 95.2 | 0.023 | |
| HFILNetCategory=Accurate, Params(M)=246.5, FLOPs(G)=242.22026.06 | 96.9 | 95.1 | 95.1 | 0.02 | |
| MambaSODCategory=Accurate, Params(M)=78.92026.06 | 96.7 | 93.7 | 93.5 | 0.019 | |
| HVPNet(-)Category=Lightweight, Params(M)=3.6, FLOPs(G)=3.42026.06 | 95.8 | 92.8 | 93.5 | 0.028 | |
| GroupTransNetCategory=Accurate, Params(M)=431.62026.06 | 95.8 | 93.5 | 93.9 | 0.024 | |
| MAGNetCategory=Lightweight, Params(M)=5.2, FLOPs(G)=2.52026.06 | 95 | 91.4 | 92 | 0.035 | |
| AirSODCategory=Lightweight, Params(M)=2.4, FLOPs(G)=0.92026.06 | 94.6 | 89.1 | 92 | 0.048 | |
| LSNetCategory=Lightweight, Params(M)=4.6, FLOPs(G)=1.22026.06 | 87.1 | 86.4 | 85.4 | 0.039 |