Saliency Detection on DUTS (test)
69.9IoUPFAN + PRN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PFAN + PRNRefinement=PRN2022.11 | 69.9 | — | — | 58.6 | 0.0386 | |
| FOUNDSetup=multi, Backbone=ViT-S/8, Learning=true, Post-processing bilateral solver=true2022.12 | 66.3 | 94.2 | 76.3 | — | — | |
| PFANRefinement=None2022.11 | 66.1 | — | — | 51.2 | 0.0452 | |
| SelfMaskLearning=true, Post-processing bilateral solver=true2022.12 | 66 | 93.3 | — | — | — | |
| FOUNDSetup=single, Backbone=ViT-S/8, Learning=true, Post-processing bilateral solver=true2022.12 | 65.4 | 94.1 | 76 | — | — | |
| FOUNDSetup=multi, Backbone=ViT-S/8, Learning=true, Post-processing bilateral solver=false2022.12 | 64.5 | 93.8 | 71.5 | — | — | |
| FOUNDSetup=single, Backbone=ViT-S/8, Learning=true, Post-processing bilateral solver=false2022.12 | 63.7 | 93.9 | 73.3 | — | — | |
| SelfMaskLearning=true, Post-processing bilateral solver=false2022.12 | 62.6 | 92.3 | — | — | — | |
| TokenCutBackbone=ViT-S/16, Learning=false, Post-processing bilateral solver=true2022.12 | 62.4 | 91.4 | 75.5 | — | — | |
| TokenCutBackbone=ViT-S/16, Learning=false, Post-processing bilateral solver=false2022.12 | 57.6 | 90.3 | 67.2 | — | — | |
| LOSTBackbone=ViT-S/16, Learning=false, Post-processing bilateral solver=true2022.12 | 57.2 | 88.7 | 69.7 | — | — | |
| RFCN + PRNRefinement=PRN2022.11 | 57.1 | — | — | 48.5 | 0.0807 | |
| Melas-Kyriazi et al.Learning=false, Post-processing bilateral solver=false2022.12 | 52.8 | 89.3 | — | — | — | |
| RFCNRefinement=None2022.11 | 52.8 | — | — | 40.7 | 0.0897 | |
| LOSTBackbone=ViT-S/16, Learning=false, Post-processing bilateral solver=false2022.12 | 51.8 | 87.1 | 61.1 | — | — | |
| DSSLearning=false, Post-processing bilateral solver=false2022.12 | 51.4 | — | — | — | — | |
| E-BigBiGANLearning=false, Post-processing bilateral solver=false2022.12 | 51.1 | 88.2 | 62.4 | — | — | |
| BigBiGANLearning=false, Post-processing bilateral solver=false2022.12 | 49.8 | 87.8 | 60.8 | — | — | |
| wCtrLearning=false, Post-processing bilateral solver=false2022.12 | 39.2 | 83.5 | 52.2 | — | — | |
| WSCLearning=false, Post-processing bilateral solver=false2022.12 | 38.4 | 86.2 | 52.8 | — | — | |
| HSLearning=false, Post-processing bilateral solver=false2022.12 | 36.9 | 82.6 | 50.4 | — | — | |
| DeepUSPSLearning=false, Post-processing bilateral solver=false2022.12 | 30.5 | 77.3 | 42.5 | — | — | |
| EVPv22026.07 | — | — | 92.1 | — | 0.026 | |
| ICON2026.07 | — | — | 90.4 | — | 0.037 | |
| MENet2026.07 | — | — | 91.7 | — | 0.028 | |
| ReChannelbackbone=4B2026.07 | — | — | 93.9 | — | 0.018 | |
| ReChannelbackbone=9B2026.07 | — | — | 94.4 | — | 0.018 | |
| VSCode-Bmodel_size=B2026.07 | — | — | 93 | — | 0.022 | |
| VST++2026.07 | — | — | 88.7 | — | 0.033 |