Saliency Detection on DUT-OMRON (test)
67.7IoUSelfMask
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SelfMaskinput=pseudo*, bilateral_solver=true, re-evaluated=true2022.10 | 67.7 | 93.9 | 77.4 | |
| SelfMaskinput=MOVE (Ours)2022.10 | 66.6 | 93.3 | 75.6 | |
| SelfMaskinput=MOVE (Ours), bilateral_solver=true2022.10 | 66.5 | 93.7 | 76.6 | |
| SelfMaskLearning=true, Post-processing bilateral solver=true2022.12 | 65.5 | 91.9 | — | |
| MOVEbilateral_solver=true2022.10 | 63.6 | 93.1 | 73.4 | |
| TokenCutbilateral_solver=true2022.10 | 61.8 | 89.7 | 69.7 | |
| TokenCutBackbone=ViT-S/16, Learning=false, Post-processing bilateral solver=true2022.12 | 61.8 | 89.7 | 69.7 | |
| MOVE2022.10 | 61.5 | 92.3 | 71.2 | |
| FOUNDSetup=multi, Backbone=ViT-S/8, Learning=true, Post-processing bilateral solver=true2022.12 | 61.3 | 92.2 | 70.8 | |
| SelfMaskinput=pseudo*, re-evaluated=true2022.10 | 60.9 | 92.3 | 73.3 | |
| FOUNDSetup=single, Backbone=ViT-S/8, Learning=true, Post-processing bilateral solver=true2022.12 | 60.8 | 92.1 | 70.6 | |
| FOUNDSetup=single, Backbone=ViT-S/8, Learning=true, Post-processing bilateral solver=false2022.12 | 58.6 | 92 | 68.3 | |
| SelfMaskLearning=true, Post-processing bilateral solver=false2022.12 | 58.2 | 90.1 | — | |
| FOUNDSetup=multi, Backbone=ViT-S/8, Learning=true, Post-processing bilateral solver=false2022.12 | 57.8 | 91.2 | 66.3 | |
| Deep Spectral2022.10 | 56.7 | — | — | |
| DSSLearning=false, Post-processing bilateral solver=false2022.12 | 56.7 | — | — | |
| FreeSOLO2022.10 | 56 | 90.9 | 68.4 | |
| TokenCut2022.10 | 53.3 | 88 | 60 | |
| TokenCutBackbone=ViT-S/16, Learning=false, Post-processing bilateral solver=false2022.12 | 53.3 | 88 | 60 | |
| Melas-Kyriazi et al.2022.10 | 50.9 | 88.3 | — | |
| Melas-Kyriazi et al.Learning=false, Post-processing bilateral solver=false2022.12 | 50.9 | 88.3 | — | |
| LOSTbilateral_solver=true2022.10 | 48.9 | 81.8 | 57.8 | |
| LOSTBackbone=ViT-S/16, Learning=false, Post-processing bilateral solver=true2022.12 | 48.9 | 81.8 | 57.8 | |
| E-BigBiGAN2022.10 | 46.4 | 86 | 56.3 | |
| E-BigBiGANLearning=false, Post-processing bilateral solver=false2022.12 | 46.4 | 86 | 56.3 | |
| BigBiGAN2022.10 | 45.3 | 85.6 | 54.9 | |
| BigBiGANLearning=false, Post-processing bilateral solver=false2022.12 | 45.3 | 85.6 | 54.9 | |
| HS2022.10 | 43.3 | 84.3 | 56.1 | |
| HSLearning=false, Post-processing bilateral solver=false2022.12 | 43.3 | 84.3 | 56.1 | |
| wCtr2022.10 | 41.6 | 83.8 | 54.1 | |
| wCtrLearning=false, Post-processing bilateral solver=false2022.12 | 41.6 | 83.8 | 54.1 | |
| LOST2022.10 | 41 | 79.7 | 47.3 | |
| LOSTBackbone=ViT-S/16, Learning=false, Post-processing bilateral solver=false2022.12 | 41 | 79.7 | 47.3 | |
| SelfMaskpseudo-labels=pseudo*, re-evaluated=true2022.10 | 40.3 | 81.1 | — | |
| WSC2022.10 | 38.7 | 86.5 | 52.3 | |
| WSCLearning=false, Post-processing bilateral solver=false2022.12 | 38.7 | 86.5 | 52.3 | |
| DeepUSPS2022.10 | 30.5 | 77.9 | 41.4 | |
| DeepUSPSLearning=false, Post-processing bilateral solver=false2022.12 | 30.5 | 77.9 | 41.4 |