Salient Object Detection on DUT-OMRON 5168 (test)
82.3maxF_betaU2-Net
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| U2-NetBackbone=RSU, Size(MB)=176.32020.05 | 82.3 | 0.054 | 75.7 | 84.7 | 70.2 | |
| U2-Net†Backbone=RSU, Size(MB)=4.72020.05 | 81.3 | 0.06 | 73.1 | 83.7 | 67.6 | |
| PoolNetBackbone=ResNet-50, Size(MB)=273.32020.05 | 80.8 | 0.056 | 72.9 | 83.6 | 67.5 | |
| BASNetBackbone=ResNet-34, Size(MB)=348.52020.05 | 80.5 | 0.056 | 75.1 | 83.6 | 69.4 | |
| PiCANetRBackbone=ResNet-50, Size(MB)=197.22020.05 | 80.3 | 0.065 | 69.5 | 83.2 | 63.2 | |
| AFNetBackbone=VGG-16, Size(MB)=143.02020.05 | 79.7 | 0.057 | 71.7 | 82.6 | 63.5 | |
| CPDBackbone=ResNet-50, Size(MB)=183.02020.05 | 79.7 | 0.056 | 71.9 | 82.5 | 65.5 | |
| R3Net+Backbone=ResNeXt, Size(MB)=215.02020.05 | 79.5 | 0.063 | 72.8 | 81.7 | 59.9 | |
| PiCANetBackbone=VGG-16, Size(MB)=153.32020.05 | 79.4 | 0.068 | 69.1 | 82.6 | 64.3 | |
| RASBackbone=VGG-16, Size(MB)=81.02020.05 | 78.6 | 0.062 | 69.5 | 81.4 | 61.5 | |
| DSS+Backbone=VGG-16, Size(MB)=237.02020.05 | 78.1 | 0.063 | 69.7 | 79 | 55.9 | |
| DGRLBackbone=ResNet-50, Size(MB)=646.12020.05 | 77.9 | 0.063 | 69.7 | 81 | 58.4 | |
| BMPMBackbone=VGG-162020.05 | 77.4 | 0.064 | 68.1 | 80.9 | 61.2 | |
| MLMSBackbone=VGG-16, Size(MB)=263.02020.05 | 77.4 | 0.064 | 68.1 | 80.9 | 61.2 | |
| PAGRNBackbone=VGG-192020.05 | 77.1 | 0.071 | 62.2 | 77.5 | 58.2 | |
| SRMBackbone=ResNet-50, Size(MB)=189.02020.05 | 76.9 | 0.069 | 65.8 | 79.8 | 52.3 | |
| NLDF+Backbone=VGG-16, Size(MB)=428.02020.05 | 75.3 | 0.08 | 63.4 | 77 | 51.4 | |
| AmuletBackbone=VGG-16, Size(MB)=132.62020.05 | 74.3 | 0.098 | 62.6 | 78.1 | 52.8 | |
| UCFBackbone=VGG-16, Size(MB)=117.92020.05 | 73 | 0.12 | 57.3 | 76 | 48 | |
| MSWSBackbone=Dense-169, Size(MB)=48.62020.05 | 71.8 | 0.109 | 52.7 | 75.6 | 36.2 | |
| CapSalBackbone=ResNet-1012020.05 | 69.9 | 0.101 | 48.2 | 67.4 | 39.6 | |
| MDFBackbone=AlexNet, Size(MB)=112.12020.05 | 69.4 | 0.142 | 56.5 | 72.1 | 40.6 |