Salient Object Detection on UVT20K
0.848F-measure (Fm)TPS-SCL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TPS-SCLBackbone=SwinB, Params(M)=258.26, FLOPs(G)=139.172025.12 | 0.848 | 0.89 | 0.902 | |
| TPS-SCLBackbone=PVT-v2-B4, Params(M)=146.85, FLOPs(G)=72.062025.12 | 0.835 | 0.881 | 0.897 | |
| TCINet24Backbone=SwinB, Params(M)=88.2, FLOPs(G)=91.872025.12 | 0.832 | 0.842 | 0.887 | |
| PCNet25Backbone=SwinB, Params(M)=291.91, FLOPs(G)=148.882025.12 | 0.827 | 0.867 | 0.894 | |
| TPS-SCLBackbone=MobileNet-S, Params(M)=12.82, FLOPs(G)=12.342025.12 | 0.815 | 0.866 | 0.887 | |
| ConTriNet25Backbone=Res2Net50, Params(M)=34.78, FLOPs(G)=55.422025.12 | 0.812 | 0.852 | 0.884 | |
| SPNet23Backbone=PVT-v2-B3, Params(M)=109.95, FLOPs(G)=56.942025.12 | 0.786 | 0.863 | 0.883 | |
| DCNet22Backbone=VGG16, Params(M)=24.1, FLOPs(G)=246.592025.12 | 0.779 | 0.821 | 0.861 | |
| LAFB24Backbone=Res2Net50, Params(M)=118.76, FLOPs(G)=139.732025.12 | 0.774 | 0.85 | 0.871 | |
| HENetBackbone=MobileNet-S, Params(M)=10.43, FLOPs(G)=10.752025.12 | 0.745 | 0.851 | 0.858 | |
| MobileSalBackbone=MobileNet-V2, Params(M)=6.55, FLOPs(G)=2.332025.12 | 0.744 | 0.841 | 0.849 | |
| SwinNet22Backbone=SwinB, Params(M)=198.78, FLOPs(G)=124.722025.12 | 0.737 | 0.857 | 0.844 | |
| LSNetBackbone=MobileNet-V2, Params(M)=4.57, FLOPs(G)=1.232025.12 | 0.707 | 0.833 | 0.831 | |
| SACNet24Backbone=SwinB, Params(M)=300.26, FLOPs(G)=143.782025.12 | 0.689 | 0.841 | 0.816 | |
| WaveNet23Backbone=Wave-MLP, Params(M)=80.7, FLOPs(G)=64.022025.12 | 0.674 | 0.792 | 0.809 | |
| MSEDNet24Backbone=ResNet152, Params(M)=93.55, FLOPs(G)=111.622025.12 | 0.508 | 0.685 | 0.699 | |
| MoADNetBackbone=MobileNet-V3, Params(M)=5.03, FLOPs(G)=2.962025.12 | 0.237 | 0.483 | 0.624 |