Salient Object Detection on NLPR (test)
92.2F-betaDPANet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DPANetInput Modality=RGB-D2020.03 | 92.2 | 2.4 | 92.8 | — | |
| DPANetInput Modality=RGB-D2020.03 | 92.2 | 2.4 | 92.8 | — | |
| Li et al. (ours)2020.07 | 91.37 | 2.73 | 89.99 | — | |
| D3NetInput Modality=RGB-D, Venue=TNNLS202020.03 | 90.7 | 3 | 91.2 | — | |
| D3NetInput Modality=RGB-D2020.03 | 90.7 | 3 | 91.2 | — | |
| PDNetInput Modality=RGB-D, Venue=ICME192020.03 | 90.5 | 4.2 | 90.2 | — | |
| PDNetInput Modality=RGB-D2020.03 | 90.5 | 4.2 | 90.2 | — | |
| AF-NetInput Modality=RGB-D, Venue=Arxiv192020.03 | 90.4 | 3.2 | 90.3 | — | |
| AF-NetInput Modality=RGB-D2020.03 | 90.4 | 3.2 | 90.3 | — | |
| ASIF-Net2020.07 | 90.02 | 2.98 | 88.44 | — | |
| RSInput Modality=RGB-D, Venue=ICCV172020.03 | 90 | 3.9 | 86.4 | — | |
| RSInput Modality=RGB-D2020.03 | 90 | 3.9 | 86.4 | — | |
| A2dele2020.07 | 89.76 | 2.85 | 87.7 | — | |
| DSA2FPub.=null, Backbone=VGG-192021.03 | 89.7 | 2.4 | 91.8 | 95 | |
| CAS-GNNPub.=ECCV20, Backbone=VGG-192021.03 | 88.8 | 2.5 | 91.9 | 95.1 | |
| CPFPInput Modality=RGB-D, Venue=CVPR192020.03 | 88.8 | 3.6 | 88.8 | — | |
| CPFPInput Modality=RGB-D2020.03 | 88.8 | 3.6 | 88.8 | — | |
| CPFP2020.07 | 88.78 | 3.59 | 87.6 | — | |
| DMRA2020.07 | 88.7 | 3.39 | 86.46 | — | |
| DMRAInput Modality=RGB-D, Venue=ICCV192020.03 | 88.7 | 3.4 | 88.9 | — | |
| DMRAInput Modality=RGB-D2020.03 | 88.7 | 3.4 | 88.9 | — | |
| UC-NetPub.=CVPR20, Backbone=VGG-192021.03 | 88.6 | 4.3 | 89.7 | 93 | |
| PGARPub.=ECCV20, Backbone=VGG-192021.03 | 88.3 | 2.5 | 93 | 95.4 | |
| BASNetInput Modality=RGB, Venue=CVPR192020.03 | 88.2 | 3.5 | 89.4 | — | |
| BASNetInput Modality=RGB2020.03 | 88.2 | 3.5 | 89.4 | — | |
| DCFF2020.07 | 87.79 | 4.39 | 86.95 | — | |
| TANInput Modality=RGB-D, Venue=TIP192020.03 | 87.7 | 4.1 | 88.6 | — | |
| TANInput Modality=RGB-D2020.03 | 87.7 | 4.1 | 88.6 | — | |
| TAN2020.07 | 87.65 | 4.1 | 87.36 | — | |
| ATSAPub.=ECCV20, Backbone=VGG-192021.03 | 87.6 | 2.8 | 90.7 | 94.5 | |
| SSFPub.=CVPR20, Backbone=VGG-192021.03 | 87.5 | 2.6 | 91.4 | — | |
| A2delePub.=CVPR20, Backbone=VGG-192021.03 | 87.4 | 5.1 | — | — | |
| PiCARInput Modality=RGB, Venue=CVPR182020.03 | 87.2 | 4.8 | 88.2 | — | |
| PICARInput Modality=RGB2020.03 | 87.2 | 4.8 | 88.2 | — | |
| DANetPub.=ECCV20, Backbone=VGG-192021.03 | 87 | 2.8 | 91.5 | 94.9 | |
| CMMSPub.=ECCV20, Backbone=VGG-192021.03 | 86.9 | 2.7 | 91.5 | 94.5 | |
| AFNetInput Modality=RGB, Venue=CVPR192020.03 | 86.5 | 4.2 | 88.1 | — | |
| AFNetInput Modality=RGB2020.03 | 86.5 | 4.2 | 88.1 | — | |
| PCFNInput Modality=RGB-D, Venue=CVPR182020.03 | 86.4 | 4.4 | 87.4 | — | |
| PCFNInput Modality=RGB-D2020.03 | 86.4 | 4.4 | 87.4 | — | |
| PCFN2020.07 | 86.35 | 4.37 | 85.92 | — | |
| PoolNetInput Modality=RGB, Venue=CVPR192020.03 | 86.3 | 4.5 | 87.3 | — | |
| PoolNetInput Modality=RGB2020.03 | 86.3 | 4.5 | 87.3 | — | |
| PoolNet2020.07 | 86.27 | 4.48 | 85.73 | — | |
| D3NetPub.=TNNLS20, Backbone=VGG-192021.03 | 85.7 | 3 | 91.2 | 94.3 | |
| CMWNetPub.=ECCV20, Backbone=VGG-192021.03 | 85.7 | 2.9 | 91.7 | 93.9 | |
| DMRAPub.=ICCV19, Backbone=VGG-192021.03 | 85.5 | 3.1 | 89.9 | 94.2 | |
| CoNetInput Type=3D, Model Size=167.6 MB, FPS=342020.07 | 85 | 3.1 | — | — | |
| CoNetPub.=ECCV20, Backbone=VGG-192021.03 | 84.8 | 3.1 | 90.8 | 93.4 | |
| S2MAPub.=CVPR20, Backbone=VGG-192021.03 | 84.7 | 3 | 91.5 | 93.7 | |
| EGNet2020.07 | 84.52 | 5.04 | 84.97 | — | |
| DMRAInput Type=3D, Publication=2019'ICCV, Model Size=238.8 MB, FPS=222020.07 | 84.5 | 3.1 | — | — | |
| EGNetInput Modality=RGB, Venue=ICCV192020.03 | 84.5 | 5 | 86.3 | — | |
| EGNetInput Modality=RGB2020.03 | 84.5 | 5 | 86.3 | — | |
| MMCI2020.07 | 84.12 | 5.91 | 85.24 | — | |
| MMCIInput Modality=RGB-D, Venue=PR192020.03 | 84.1 | 5.9 | 85.6 | — | |
| CTMFInput Modality=RGB-D, Venue=TCyb182020.03 | 84.1 | 5.6 | 86 | — | |
| MMCIInput Modality=RGB-D2020.03 | 84.1 | 5.9 | 85.6 | — | |
| CTMFInput Modality=RGB-D2020.03 | 84.1 | 5.6 | 86 | — | |
| CTMF2020.07 | 84.07 | 5.61 | 85.49 | — | |
| HDFNetPub.=ECCV20, Backbone=VGG-192021.03 | 83.9 | 3.1 | 89.8 | 94.2 | |
| R3NetInput Modality=RGB, Venue=IJCAI182020.03 | 83.2 | 4.9 | 84.6 | — | |
| R3NetInput Modality=RGB2020.03 | 83.2 | 4.9 | 84.6 | — | |
| CPFPPub.=CVPR19, Backbone=VGG-192021.03 | 82.2 | 3.6 | 88.8 | 92.4 | |
| CPDInput Type=2D, Publication=2019'CVPR, Model Size=183 MB, FPS=622020.07 | 82 | 3.6 | — | — | |
| CPFPInput Type=3D, Publication=2019'CVPR, Model Size=278 MB, FPS=62020.07 | 82 | 3.6 | — | — | |
| TANetPub.=TIP19, Backbone=VGG-192021.03 | 79.5 | 4.1 | 88.6 | 91.6 | |
| TANetInput Type=3D, Publication=2019'TIP, Model Size=951.9 MB, FPS=142020.07 | 78.9 | 4.1 | — | — | |
| PCAInput Type=3D, Publication=2018'CVPR, Model Size=533.6 MB, FPS=152020.07 | 77.2 | 4.4 | — | — | |
| PoolNetInput Type=2D, Publication=2019'CVPR, Model Size=278.5 MB, FPS=322020.07 | 77.1 | 4.6 | — | — | |
| AmuletInput Type=2D, Publication=2017'ICCV, Model Size=132.6 MB, FPS=182020.07 | 71.6 | 6.2 | — | — | |
| PiCANetInput Type=2D, Publication=2018'CVPR, Model Size=197.2 MB, FPS=72020.07 | 70.7 | 5.3 | — | — | |
| MPCIInput Type=3D, Publication=2019'PR, Model Size=929.7 MB, FPS=192020.07 | 68.8 | 5.9 | — | — | |
| PDNetInput Type=3D, Publication=2019'ICME, Model Size=192 MB, FPS=192020.07 | 65.9 | 6.4 | — | — | |
| DF2020.07 | 64.8 | 10.79 | 67.1 | — | |
| DSSInput Type=2D, Publication=2017'CVPR, Model Size=447.3 MB, FPS=222020.07 | 61.4 | 7.6 | — | — | |
| JL-DCFPub.=CVPR20, Backbone=VGG-192021.03 | — | — | 90.3 | 92.2 |