Salient Object Detection on HKU-IS low-resolution (test)
94.4FmaxOurs-DH
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ours-DHTraining datasets=DUTS-TR, Backbone=ResNet-502021.08 | 94.4 | 92.9 | 92.2 | 2.6 | |
| OursTraining datasets=DUTS-TR, Backbone=ResNet-502021.08 | 94.3 | 92.8 | 92.3 | 2.5 | |
| CSFTraining datasets=DUTS-TR, Backbone=Res2Net502021.08 | 93.9 | 91.4 | 91.9 | 2.8 | |
| F3NTraining datasets=DUTS-TR, Backbone=ResNet-502021.08 | 93.8 | 89.8 | 92 | 3.1 | |
| GCPATraining datasets=DUTS-TR, Backbone=ResNet-502021.08 | 93.7 | 89.6 | 91.9 | 3.3 | |
| LDFTraining datasets=DUTS-TR, Backbone=ResNet-502021.08 | 93.7 | 91 | 91.7 | 2.8 | |
| OursTraining datasets=DUTS-TR, Backbone=VGG-162021.08 | 93.5 | 91.8 | 91.3 | 2.9 | |
| PFPN+Training datasets=DUTS-TR, Backbone=ResNet-50, Post-processed by CRF=true2021.08 | 93.5 | 90.2 | 92.1 | 3 | |
| Ours-DHTraining datasets=DUTS-TR + HRSOD-Training (resized), Backbone=VGG-162021.08 | 93.3 | 91.4 | 90.4 | 3.1 | |
| MINetTraining datasets=DUTS-TR, Backbone=VGG-162021.08 | 93 | 90.4 | 91.2 | 3.1 | |
| GateNetTraining datasets=DUTS-TR, Backbone=VGG-162021.08 | 92.9 | 88.9 | 91 | 3.6 | |
| BASNetTraining datasets=DUTS-TR, Backbone=ResNet-502021.08 | 92.8 | 89.5 | 90.9 | 3.2 | |
| EGNetTraining datasets=DUTS-TR, Backbone=VGG-162021.08 | 92.7 | 89.3 | 91 | 3.5 | |
| ITSDTraining datasets=DUTS-TR, Backbone=VGG-162021.08 | 92.7 | 89 | 90.6 | 3.5 | |
| CPDTraining datasets=DUTS-TR, Backbone=VGG-162021.08 | 92.4 | 89.6 | 90.4 | 3.3 | |
| DSS+Training datasets=MSRA-B, Backbone=VGG-162021.08 | 91.6 | 90.2 | 87.8 | 4 | |
| R3NetTraining datasets=MSRA10K, Backbone=ResNeXt-1012021.08 | 91.5 | 85.3 | 89.4 | 4.7 | |
| DGRLTraining datasets=DUTS-TR, Backbone=VGG-162021.08 | 91 | 88.1 | 89.6 | 3.7 | |
| AmuletTraining datasets=MSRA10K, Backbone=VGG-162021.08 | 89.7 | 84.1 | 88.6 | 5.1 | |
| HRNetTraining datasets=DUTS-TR + HRSOD-Training, Backbone=HRNet2021.08 | 83.5 | 78.8 | 82.4 | 5 |