Salient Object Detection on UVT 2000
70.2FmTPS-SCL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TPS-SCLBackbone=SwinB, Params(M)=258.26, FLOPs(G)=139.172025.12 | 70.2 | 83.1 | 83.5 | |
| TCINet24Backbone=SwinB, Params(M)=88.2, FLOPs(G)=91.872025.12 | 69.9 | 81.8 | 82.5 | |
| TPS-SCLBackbone=PVT-v2-B4, Params(M)=146.85, FLOPs(G)=72.062025.12 | 69.9 | 82.8 | 83.1 | |
| ConTriNet25Backbone=Res2Net50, Params(M)=34.78, FLOPs(G)=55.422025.12 | 69.4 | 82.3 | 82.3 | |
| PCNet25Backbone=SwinB, Params(M)=291.91, FLOPs(G)=148.882025.12 | 69.1 | 82.1 | 83 | |
| SPNet23Backbone=PVT-v2-B3, Params(M)=109.95, FLOPs(G)=56.942025.12 | 63.9 | 80.8 | 80.3 | |
| TPS-SCLBackbone=MobileNet-S, Params(M)=12.82, FLOPs(G)=12.342025.12 | 62.3 | 79.4 | 79.2 | |
| DCNet22Backbone=VGG16, Params(M)=24.1, FLOPs(G)=246.592025.12 | 62.1 | 77 | 79.9 | |
| LAFB24Backbone=Res2Net50, Params(M)=118.76, FLOPs(G)=139.732025.12 | 62 | 78.9 | 80.1 | |
| SACNet24Backbone=SwinB, Params(M)=300.26, FLOPs(G)=143.782025.12 | 59.4 | 80.1 | 79.6 | |
| SwinNet22Backbone=SwinB, Params(M)=198.78, FLOPs(G)=124.722025.12 | 57.9 | 80 | 75.1 | |
| HENetBackbone=MobileNet-S, Params(M)=10.43, FLOPs(G)=10.752025.12 | 57.3 | 77.7 | 75 | |
| MobileSalBackbone=MobileNet-V2, Params(M)=6.55, FLOPs(G)=2.332025.12 | 57.1 | 77 | 75 | |
| LSNetBackbone=MobileNet-V2, Params(M)=4.57, FLOPs(G)=1.232025.12 | 55.8 | 77.8 | 74.5 | |
| WaveNet23Backbone=Wave-MLP, Params(M)=80.7, FLOPs(G)=64.022025.12 | 46 | 70.2 | 66.2 | |
| OSRNetBackbone=VGG16, Params(M)=15.62025.12 | 45.4 | 69.6 | 73.2 | |
| MSEDNet24Backbone=ResNet152, Params(M)=93.55, FLOPs(G)=111.622025.12 | 38.4 | 65.1 | 63.3 | |
| MoADNetBackbone=MobileNet-V3, Params(M)=5.03, FLOPs(G)=2.962025.12 | 17 | 49 | 61.8 |