Salient Object Detection on DUT-OMRON low-resolution (test)
82FmaxOurs-DH
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ours-DHTraining datasets=DUTS-TR, Backbone=ResNet-502021.08 | 82 | 79.1 | 84.3 | 0.048 | |
| GCPATraining datasets=DUTS-TR, Backbone=ResNet-502021.08 | 81.8 | 74.8 | 84.1 | 0.057 | |
| OursTraining datasets=DUTS-TR, Backbone=ResNet-502021.08 | 81.8 | 78.5 | 84.2 | 0.051 | |
| CSFTraining datasets=DUTS-TR, Backbone=Res2Net502021.08 | 81.7 | 77.3 | 83.9 | 0.052 | |
| PFPN+Training datasets=DUTS-TR, Backbone=ResNet-50, Post-processed by CRF=true2021.08 | 81.5 | 75 | 83.8 | 0.055 | |
| LDFTraining datasets=DUTS-TR, Backbone=ResNet-502021.08 | 81.3 | 76.6 | 83.8 | 0.053 | |
| F3NTraining datasets=DUTS-TR, Backbone=ResNet-502021.08 | 81.2 | 74.8 | 83.8 | 0.056 | |
| BASNetTraining datasets=DUTS-TR, Backbone=ResNet-502021.08 | 80.5 | 76.6 | 83.8 | 0.056 | |
| OursTraining datasets=DUTS-TR, Backbone=VGG-162021.08 | 80.4 | 76.9 | 82.9 | 0.053 | |
| EGNetTraining datasets=DUTS-TR, Backbone=VGG-162021.08 | 80.3 | 74.4 | 81.3 | 0.057 | |
| ITSDTraining datasets=DUTS-TR, Backbone=VGG-162021.08 | 80.2 | 74.5 | 82.8 | 0.063 | |
| Ours-DHTraining datasets=DUTS-TR + HRSOD-Training (resized), Backbone=VGG-162021.08 | 79.5 | 76.4 | 82 | 0.052 | |
| CPDTraining datasets=DUTS-TR, Backbone=VGG-162021.08 | 79.4 | 74.5 | 81.8 | 0.057 | |
| MINetTraining datasets=DUTS-TR, Backbone=VGG-162021.08 | 79.4 | 74.1 | 82.2 | 0.057 | |
| GateNetTraining datasets=DUTS-TR, Backbone=VGG-162021.08 | 79.4 | 72.3 | 82.1 | 0.061 | |
| R3NetTraining datasets=MSRA10K, Backbone=ResNeXt-1012021.08 | 78.5 | 69 | 81.9 | 0.073 | |
| DSS+Training datasets=MSRA-B, Backbone=VGG-162021.08 | 78.1 | 74 | 79 | 0.062 | |
| DGRLTraining datasets=DUTS-TR, Backbone=VGG-162021.08 | 77.4 | 70.9 | 81 | 0.063 | |
| AmuletTraining datasets=MSRA10K, Backbone=VGG-162021.08 | 74.3 | 64.7 | 78.1 | 0.098 | |
| HRNetTraining datasets=DUTS-TR + HRSOD-Training, Backbone=HRNet2021.08 | 74.3 | 69 | 76.2 | 0.065 |