Salient Object Detection on DAVIS-S high-resolution (test)
93.8FmaxOurs-DH
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Ours-DHTraining datasets=DUTS-TR + HRSOD-Training (resized), Backbone=VGG-162021.08 | 93.8 | 92.6 | 93.6 | 1.4 | 14.412 | 53.1 | |
| Ours-DHTraining datasets=DUTS-TR, Backbone=ResNet-502021.08 | 93.8 | 92.6 | 93.9 | 1.2 | 14.266 | 57.1 | |
| OursTraining datasets=DUTS-TR, Backbone=ResNet-502021.08 | 93.5 | 92.3 | 93.7 | 1.3 | 14.396 | 57.6 | |
| OursTraining datasets=DUTS-TR, Backbone=VGG-162021.08 | 93.3 | 91.9 | 93.3 | 1.5 | 15.676 | 53.6 | |
| MINetTraining datasets=DUTS-TR, Backbone=VGG-162021.08 | 91.5 | 86.4 | 92.6 | 1.9 | 32.304 | 74.2 | |
| LDFTraining datasets=DUTS-TR, Backbone=ResNet-502021.08 | 91.5 | 84.5 | 91.3 | 2 | 45.106 | 71.9 | |
| GateNetTraining datasets=DUTS-TR, Backbone=VGG-162021.08 | 91.4 | 82.5 | 92.3 | 2.3 | 44.827 | 77.8 | |
| F3NTraining datasets=DUTS-TR, Backbone=ResNet-502021.08 | 91.2 | 83.3 | 92.4 | 2.1 | 24.132 | 75.9 | |
| CSFTraining datasets=DUTS-TR, Backbone=Res2Net502021.08 | 91.1 | 86.4 | 92.2 | 1.9 | 35.496 | 71.3 | |
| HRNetTraining datasets=DUTS-TR + HRSOD-Training, Backbone=HRNet2021.08 | 89.9 | 88.8 | 87.6 | 2.6 | 44.359 | 80.1 | |
| PFPN+Training datasets=DUTS-TR, Backbone=ResNet-50, Post-processed by CRF=true2021.08 | 89.9 | 82.2 | 91.2 | 2.5 | 30.488 | 84.8 | |
| EGNetTraining datasets=DUTS-TR, Backbone=VGG-162021.08 | 88.6 | 79.4 | 89.7 | 3 | 37.369 | 79.9 | |
| GCPATraining datasets=DUTS-TR, Backbone=ResNet-502021.08 | 88.6 | 82.2 | 91.2 | 2.5 | 30.488 | 84.8 | |
| CPDTraining datasets=DUTS-TR, Backbone=VGG-162021.08 | 87.8 | 82.2 | 90.3 | 2.5 | 36.649 | 70.3 | |
| BASNetTraining datasets=DUTS-TR, Backbone=ResNet-502021.08 | 85.7 | 80.6 | 88.1 | 3.9 | 46.283 | 70.5 | |
| DSS+Training datasets=MSRA-B, Backbone=VGG-162021.08 | 83 | 72.8 | 86.5 | 4.1 | 94.069 | 89 | |
| ITSDTraining datasets=DUTS-TR, Backbone=VGG-162021.08 | 80.6 | 68.7 | 84.3 | 5.5 | 92.864 | 86.1 | |
| R3NetTraining datasets=MSRA10K, Backbone=ResNeXt-1012021.08 | 80.6 | 75.3 | 83.5 | 4.1 | 47.373 | 86.8 | |
| DGRLTraining datasets=DUTS-TR, Backbone=VGG-162021.08 | 80.3 | 77.2 | 85.9 | 3.8 | 50.323 | 82.6 | |
| AmuletTraining datasets=MSRA10K, Backbone=VGG-162021.08 | 80.2 | 75.5 | 84.8 | 4.2 | 64.827 | 85.6 |