Salient Object Detection on NJUD 53 (test)
2.3M (Mean Error)STENet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| STENetBackbone=SwinB, #Param (M)=180.5, FLOPs (G)=118.32026.03 | 2.3 | 94.1 | 96.7 | 93.2 | 93.1 | |
| CPNetBackbone=SwinB, #Param (M)=216.5, FLOPs (G)=129.32026.03 | 2.5 | 94.1 | 96 | 93.5 | 92.7 | |
| CATNetBackbone=SwinB, #Param (M)=262.6, FLOPs (G)=341.82026.03 | 2.6 | 93.7 | 95.7 | 93.2 | 92.2 | |
| SwinNetBackbone=SwinB, #Param (M)=198.7, FLOPs (G)=124.32026.03 | 2.7 | 93.8 | 95.4 | 93.4 | 91.7 | |
| DIGRNetBackbone=Res50, #Param (M)=201.8, FLOPs (G)=68.22026.03 | 2.8 | 93.6 | 95.4 | 93.3 | 90.9 | |
| STENetBackbone=Res50, #Param (M)=56.4, FLOPs (G)=25.52026.03 | 2.9 | 93 | 95.3 | 92.3 | 91.2 | |
| PICRNetBackbone=SwinB, #Param (M)=106.8, FLOPs (G)=121.32026.03 | 2.9 | 93 | 95 | 92.7 | 91.2 | |
| CAVERBackbone=Res50, #Param (M)=55.5, FLOPs (G)=44.32026.03 | 3.1 | 92.4 | 95.3 | 92 | 90.6 | |
| RD3D+Backbone=Res50, #Param (M)=28.9, FLOPs (G)=43.32026.03 | 3.3 | 92.8 | 94.8 | 92.7 | 89.9 | |
| LAFBBackbone=Res50, #Param (M)=451.8, FLOPs (G)=137.62026.03 | 3.3 | 91.8 | 94.7 | 91.6 | 89.7 | |
| DSNetBackbone=Res502026.03 | 3.4 | 92.2 | 94.7 | 92.1 | 89.8 | |
| DCFNetBackbone=Res50, #Param (M)=108.5, FLOPs (G)=107.82026.03 | 3.5 | 91.5 | 94.4 | 91.1 | 89.3 | |
| CIRNetBackbone=Res50, #Param (M)=103.1, FLOPs (G)=22.52026.03 | 3.5 | 92.7 | 94.3 | 92.5 | 89.5 | |
| C2DFNetBackbone=Res50, #Param (M)=47.5, FLOPs (G)=22.12026.03 | 3.8 | 90.9 | 94.1 | 90.7 | 88.5 | |
| CFIDNetBackbone=Res50, #Param (M)=53.9, FLOPs (G)=42.92026.03 | 3.8 | 91.4 | 92.9 | 91.4 | 88.6 | |
| HINetBackbone=Res50, #Param (M)=98.9, FLOPs (G)=389.72026.03 | 3.9 | 91.3 | 93.8 | 91.5 | 88.1 |