Salient Object Detection on un-VT821
87.4FmTPS-SCL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TPS-SCLBackbone=SwinB, Params(M)=258.26, FLOPs(G)=139.172025.12 | 87.4 | 90.7 | 93.4 | |
| PCNet25Backbone=SwinB, Params(M)=291.91, FLOPs(G)=148.882025.12 | 86.9 | 89.3 | 93.6 | |
| TPS-SCLBackbone=PVT-v2-B4, Params(M)=146.85, FLOPs(G)=72.062025.12 | 86.1 | 91.1 | 92.7 | |
| SACNet24Backbone=SwinB, Params(M)=300.26, FLOPs(G)=143.782025.12 | 85.7 | 90.5 | 92.9 | |
| TCINet24Backbone=SwinB, Params(M)=88.2, FLOPs(G)=91.872025.12 | 84.8 | 89.8 | 92.2 | |
| TPS-SCLBackbone=MobileNet-S, Params(M)=12.82, FLOPs(G)=12.342025.12 | 84.6 | 89 | 92.4 | |
| HENetBackbone=MobileNet-S, Params(M)=10.43, FLOPs(G)=10.752025.12 | 83.5 | 89.6 | 92.3 | |
| SPNet23Backbone=PVT-v2-B3, Params(M)=109.95, FLOPs(G)=56.942025.12 | 83.3 | 89.4 | 91 | |
| ConTriNet25Backbone=Res2Net50, Params(M)=34.78, FLOPs(G)=55.422025.12 | 81.3 | 87.2 | 90.7 | |
| DCNet22Backbone=VGG16, Params(M)=24.1, FLOPs(G)=246.592025.12 | 79.9 | 86 | 90.8 | |
| SwinNet22Backbone=SwinB, Params(M)=198.78, FLOPs(G)=124.722025.12 | 79.9 | 88.8 | 90.5 | |
| MSEDNet24Backbone=ResNet152, Params(M)=93.55, FLOPs(G)=111.622025.12 | 79.6 | 83.9 | 91.2 | |
| LAFB24Backbone=Res2Net50, Params(M)=118.76, FLOPs(G)=139.732025.12 | 79.2 | 86 | 88 | |
| LSNetBackbone=MobileNet-V2, Params(M)=4.57, FLOPs(G)=1.232025.12 | 74.6 | 85.2 | 88.8 | |
| MoADNetBackbone=MobileNet-V3, Params(M)=5.03, FLOPs(G)=2.962025.12 | 67.4 | 76.8 | 80.9 | |
| WaveNet23Backbone=Wave-MLP, Params(M)=80.7, FLOPs(G)=64.022025.12 | 67 | 82.6 | 84.3 | |
| MobileSalBackbone=MobileNet-V2, Params(M)=6.55, FLOPs(G)=2.332025.12 | 63.6 | 71.3 | 74.5 | |
| OSRNetBackbone=VGG16, Params(M)=15.62025.12 | 57.5 | 73.3 | 79 |