Salient Object Detection on SOD (Sm, maxF, Emax, MAE)
85.4SmVST
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VSTMACs (G)=23.16, Params (M)=44.482021.04 | 85.4 | 86.6 | 90.2 | 6.5 | |
| ITSDBackbone=ResNet-50, MACs (G)=15.96, Params (M)=26.472021.04 | 83.5 | 84.9 | 88.9 | 7.5 | |
| LDFBackbone=ResNet-50, MACs (G)=15.51, Params (M)=25.152021.04 | 83.1 | 84.1 | 87.8 | 7.1 | |
| MINetBackbone=ResNet-50, MACs (G)=87.11, Params (M)=162.382021.04 | 83 | 83.5 | 87.8 | 7.4 | |
| GateNetBackbone=ResNet-50, MACs (G)=162.13, Params (M)=128.632021.04 | 82.7 | 83.5 | 87.7 | 7.9 | |
| CSFBackbone=Res2Net, MACs (G)=18.96, Params (M)=36.532021.04 | 82.6 | 83.2 | 88.3 | 7.9 | |
| EGNetBackbone=ResNet-50, MACs (G)=157.21, Params (M)=111.642021.04 | 82.4 | 83.1 | 87.5 | 8 | |
| PoolNetMACs (G)=88.89, Params (M)=68.262021.04 | 82.3 | 83.2 | 87.3 | 8.5 | |
| PiCANetMACs (G)=54.05, Params (M)=47.222021.04 | 81.3 | 82.4 | 87.1 | 7.3 | |
| AFNetMACs (G)=21.66, Params (M)=35.952021.04 | 81.1 | 81.9 | 86.7 | 8.5 | |
| TSPOANet2021.04 | 80.2 | 80.9 | 85.2 | 9.4 | |
| BASNetMACs (G)=127.36, Params (M)=87.062021.04 | 79.9 | 80.8 | 84.6 | 9.1 | |
| CPDBackbone=ResNet-50, MACs (G)=17.77, Params (M)=47.852021.04 | 79.7 | 80.4 | 86 | 8.9 |