Salient Object Detection on SOD 300
0.871maxFβPoolNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PoolNetBackbone=ResNet-50, Size(MB)=273.32020.05 | 0.871 | 0.102 | 0.759 | 0.797 | 0.606 | |
| U2-NetBackbone=RSU, Size(MB)=176.32020.05 | 0.861 | 0.108 | 0.748 | 0.786 | 0.613 | |
| CPDBackbone=ResNet-50, Size(MB)=183.02020.05 | 0.86 | 0.112 | 0.714 | 0.767 | 0.556 | |
| BMPMBackbone=VGG-162020.05 | 0.856 | 0.108 | 0.726 | 0.786 | 0.562 | |
| MLMSBackbone=VGG-16, Size(MB)=263.02020.05 | 0.856 | 0.108 | 0.726 | 0.786 | 0.562 | |
| AFNetBackbone=VGG-16, Size(MB)=143.02020.05 | 0.856 | 0.111 | 0.723 | 0.774 | — | |
| PiCANetRBackbone=ResNet-50, Size(MB)=197.22020.05 | 0.856 | 0.104 | 0.724 | 0.79 | 0.528 | |
| PiCANetBackbone=VGG-16, Size(MB)=153.32020.05 | 0.854 | 0.103 | 0.722 | 0.789 | 0.572 | |
| RASBackbone=VGG-16, Size(MB)=81.02020.05 | 0.851 | 0.124 | 0.72 | 0.764 | 0.544 | |
| BASNetBackbone=ResNet-34, Size(MB)=348.52020.05 | 0.851 | 0.113 | 0.73 | 0.769 | 0.603 | |
| R3Net+Backbone=ResNeXt, Size(MB)=215.02020.05 | 0.85 | 0.125 | 0.735 | 0.759 | 0.431 | |
| DGRLBackbone=ResNet-50, Size(MB)=646.12020.05 | 0.848 | 0.106 | 0.731 | 0.773 | 0.502 | |
| DSS+Backbone=VGG-16, Size(MB)=237.02020.05 | 0.846 | 0.124 | 0.71 | 0.743 | 0.444 | |
| SRMBackbone=ResNet-50, Size(MB)=189.02020.05 | 0.843 | 0.128 | 0.67 | 0.741 | 0.392 | |
| NLDF+Backbone=VGG-16, Size(MB)=428.02020.05 | 0.841 | 0.125 | 0.709 | 0.755 | 0.475 | |
| U2-Net†Backbone=RSU, Size(MB)=4.72020.05 | 0.841 | 0.124 | 0.697 | 0.759 | 0.559 | |
| UCFBackbone=VGG-16, Size(MB)=117.92020.05 | 0.808 | 0.148 | 0.675 | 0.762 | 0.471 | |
| MSWSBackbone=Dense-169, Size(MB)=48.62020.05 | 0.8 | 0.167 | 0.573 | 0.7 | 0.231 | |
| AmuletBackbone=VGG-16, Size(MB)=132.62020.05 | 0.798 | 0.144 | 0.677 | 0.753 | 0.454 | |
| CapSalBackbone=ResNet-1012020.05 | 0.773 | 0.148 | 0.597 | 0.695 | 0.404 | |
| MDFBackbone=AlexNet, Size(MB)=112.12020.05 | 0.746 | 0.192 | 0.508 | 0.643 | 0.311 |