Salient Object Detection on VT1000 (Fm/Sm/Em)
0.958Fm (F-measure)SACNet24
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SACNet24Backbone=SwinB, Params(M)=300.26, FLOPs(G)=143.782025.12 | 0.958 | 0.942 | 0.927 | |
| SPNet23Backbone=PVT-v2-B3, Params(M)=109.95, FLOPs(G)=56.942025.12 | 0.954 | 0.941 | 0.925 | |
| WaveNet23Backbone=Wave-MLP, Params(M)=80.7, FLOPs(G)=64.022025.12 | 0.952 | 0.945 | 0.921 | |
| DCNet22Backbone=VGG16, Params(M)=24.1, FLOPs(G)=246.592025.12 | 0.948 | 0.922 | 0.902 | |
| SwinNet22Backbone=SwinB, Params(M)=198.78, FLOPs(G)=124.722025.12 | 0.947 | 0.938 | 0.894 | |
| PCNet25Backbone=SwinB, Params(M)=291.91, FLOPs(G)=148.882025.12 | 0.926 | 0.939 | 0.946 | |
| TPS-SCLBackbone=SwinB, Params(M)=258.26, FLOPs(G)=139.172025.12 | 0.921 | 0.944 | 0.957 | |
| MSEDNet24Backbone=ResNet152, Params(M)=93.55, FLOPs(G)=111.622025.12 | 0.919 | 0.941 | 0.954 | |
| TPS-SCLBackbone=PVT-v2-B4, Params(M)=146.85, FLOPs(G)=72.062025.12 | 0.916 | 0.94 | 0.95 | |
| TPS-SCLBackbone=MobileNet-S, Params(M)=12.82, FLOPs(G)=12.342025.12 | 0.915 | 0.944 | 0.954 | |
| HENetBackbone=MobileNet-S, Params(M)=10.43, FLOPs(G)=10.752025.12 | 0.913 | 0.943 | 0.95 | |
| TCINet24Backbone=SwinB, Params(M)=88.2, FLOPs(G)=91.872025.12 | 0.909 | 0.935 | 0.949 | |
| LGPNetBackbone=MobileNet-XS, Params(M)=7.35, FLOPs(G)=6.42025.12 | 0.908 | 0.934 | 0.961 | |
| LAFB24Backbone=Res2Net50, Params(M)=118.76, FLOPs(G)=139.732025.12 | 0.908 | 0.936 | 0.949 | |
| ConTriNet25Backbone=Res2Net50, Params(M)=34.78, FLOPs(G)=55.422025.12 | 0.899 | 0.926 | 0.946 | |
| OSRNetBackbone=VGG16, Params(M)=15.62025.12 | 0.891 | 0.926 | 0.935 | |
| LSNetBackbone=MobileNet-V2, Params(M)=4.57, FLOPs(G)=1.232025.12 | 0.887 | 0.924 | 0.936 | |
| MobileSalBackbone=MobileNet-V2, Params(M)=6.55, FLOPs(G)=2.332025.12 | 0.784 | 0.803 | 0.851 | |
| MoADNetBackbone=MobileNet-V3, Params(M)=5.03, FLOPs(G)=2.962025.12 | 0.745 | 0.81 | 0.839 |