Saliency Detection on NJUD (test)
0.025MAEBBS-Net
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BBS-NetPub.=ECCV20, Backbone=VGG-192021.03 | 0.025 | — | — | 92.4 | 88 | 95.4 | |
| DPANetInput Modality=RGB-D2020.03 | 0.035 | — | — | 92.1 | 93 | — | |
| CAS-GNNPub.=ECCV20, Backbone=VGG-192021.03 | 0.036 | — | — | 91.1 | 88.2 | 92.2 | |
| DSA2FPub.=null, Backbone=VGG-192021.03 | 0.039 | — | — | 90.3 | 90.1 | 92.3 | |
| ATSAPub.=ECCV20, Backbone=VGG-192021.03 | 0.04 | — | — | 90.1 | 89.3 | 92.1 | |
| DASNetinference input=RGB only2020.05 | 0.042 | 91.1 | 89.4 | 90.2 | — | — | |
| PGARPub.=ECCV20, Backbone=VGG-192021.03 | 0.042 | — | — | 90.9 | 89.3 | 91.6 | |
| A2delePub.=CVPR20, Backbone=VGG-192021.03 | 0.043 | — | — | — | 88.4 | — | |
| S2MAPub.=CVPR20, Backbone=VGG-192021.03 | 0.043 | — | — | 89.4 | 88.6 | 93 | |
| CMMSPub.=ECCV20, Backbone=VGG-192021.03 | 0.044 | — | — | 90 | 88.6 | 91.4 | |
| Li et al. (ours)2020.07 | 0.0442 | — | — | 90.4 | 91.49 | — | |
| DANetPub.=ECCV20, Backbone=VGG-192021.03 | 0.045 | — | — | 89.9 | 87.1 | 92.2 | |
| CMWNetPub.=ECCV20, Backbone=VGG-192021.03 | 0.046 | — | — | 90.3 | 87.9 | 91.1 | |
| CoNetInput Type=3D, Model Size=167.6 MB, FPS=342020.07 | 0.047 | 85.6 | — | — | — | — | |
| D3NetPub.=TNNLS20, Backbone=VGG-192021.03 | 0.047 | — | — | 90 | 86.3 | 91.3 | |
| CoNetPub.=ECCV20, Backbone=VGG-192021.03 | 0.047 | — | — | 89.5 | 87.2 | 91.2 | |
| D3NetInput Modality=RGB-D, Venue=TNNLS202020.03 | 0.047 | — | — | 90 | 90.9 | — | |
| ASIF-Net2020.07 | 0.0471 | — | — | 88.87 | 90.07 | — | |
| DMRAinference input=RGB-D2020.05 | 0.051 | 88.6 | 87.2 | 88.6 | — | — | |
| D3Netinference input=RGB-D2020.05 | 0.051 | 88.9 | 86 | 89.5 | — | — | |
| A2dele2020.07 | 0.051 | — | — | 87.04 | 89.39 | — | |
| DMRAInput Type=3D, Publication=2019'ICCV, Model Size=238.8 MB, FPS=222020.07 | 0.051 | 85.3 | — | — | — | — | |
| DMRAPub.=ICCV19, Backbone=VGG-192021.03 | 0.051 | — | — | 88.6 | 87.2 | 90.8 | |
| HDFNetPub.=ECCV20, Backbone=VGG-192021.03 | 0.051 | — | — | 88.5 | 84.7 | 92 | |
| DMRAInput Modality=RGB-D, Venue=ICCV192020.03 | 0.052 | — | — | 88 | 90 | — | |
| DMRA2020.07 | 0.0529 | — | — | 88.04 | 90.03 | — | |
| CPFPinference input=RGB-D2020.05 | 0.053 | 87.6 | 85 | 87.9 | — | — | |
| CPFPInput Type=3D, Publication=2019'CVPR, Model Size=278 MB, FPS=62020.07 | 0.053 | 83.7 | — | — | — | — | |
| CPFPPub.=CVPR19, Backbone=VGG-192021.03 | 0.053 | — | — | 87.8 | 87.7 | 90.6 | |
| AF-NetInput Modality=RGB-D, Venue=Arxiv192020.03 | 0.053 | — | — | 88.3 | 90 | — | |
| CPDInput Type=2D, Publication=2019'CVPR, Model Size=183 MB, FPS=622020.07 | 0.054 | 83.4 | — | — | — | — | |
| BASNetInput Modality=RGB, Venue=CVPR192020.03 | 0.054 | — | — | 87.8 | 89 | — | |
| AFNetInput Modality=RGB, Venue=CVPR192020.03 | 0.055 | — | — | 88 | 89 | — | |
| PoolNetInput Type=2D, Publication=2019'CVPR, Model Size=278.5 MB, FPS=322020.07 | 0.057 | 81.6 | — | — | — | — | |
| PCFinference input=RGB-D2020.05 | 0.059 | 87.2 | 84.4 | 87.7 | — | — | |
| PCAInput Type=3D, Publication=2018'CVPR, Model Size=533.6 MB, FPS=152020.07 | 0.059 | 81.1 | — | — | — | — | |
| PCFNInput Modality=RGB-D, Venue=CVPR182020.03 | 0.059 | — | — | 87.7 | 88.7 | — | |
| PCFN2020.07 | 0.0592 | — | — | 87.68 | 88.75 | — | |
| TANetinference input=RGB-D2020.05 | 0.06 | 87.4 | 84.4 | 87.8 | — | — | |
| PDNetInput Modality=RGB-D, Venue=ICME192020.03 | 0.06 | — | — | 89.7 | 91.2 | — | |
| TANInput Modality=RGB-D, Venue=TIP192020.03 | 0.06 | — | — | 87.8 | 88.8 | — | |
| PiCARInput Modality=RGB, Venue=CVPR182020.03 | 0.06 | — | — | 88.2 | 88.7 | — | |
| TAN2020.07 | 0.0605 | — | — | 87.85 | 88.82 | — | |
| TANetInput Type=3D, Publication=2019'TIP, Model Size=951.9 MB, FPS=142020.07 | 0.061 | 81.2 | — | — | — | — | |
| TANetPub.=TIP19, Backbone=VGG-192021.03 | 0.061 | — | — | 87.8 | 84.4 | 89.3 | |
| PDNetInput Type=3D, Publication=2019'ICME, Model Size=192 MB, FPS=192020.07 | 0.062 | 79.8 | — | — | — | — | |
| DCFF2020.07 | 0.0646 | — | — | 87.74 | 89.1 | — | |
| PoolNet2020.07 | 0.0676 | — | — | 86 | 87.4 | — | |
| PoolNetInput Modality=RGB, Venue=CVPR192020.03 | 0.068 | — | — | 86 | 87.4 | — | |
| EGNetInput Modality=RGB, Venue=ICCV192020.03 | 0.07 | — | — | 85.6 | 86.7 | — | |
| EGNet2020.07 | 0.0704 | — | — | 85.62 | 86.67 | — | |
| PiCANetInput Type=2D, Publication=2018'CVPR, Model Size=197.2 MB, FPS=72020.07 | 0.071 | 76.8 | — | — | — | — | |
| MMCI2020.07 | 0.0789 | — | — | 85.88 | 86.84 | — | |
| MMCIinference input=RGB-D2020.05 | 0.079 | 85.2 | 81.3 | 85.8 | — | — | |
| MPCIInput Type=3D, Publication=2019'PR, Model Size=929.7 MB, FPS=192020.07 | 0.079 | 74.9 | — | — | — | — | |
| CPFPInput Modality=RGB-D, Venue=CVPR192020.03 | 0.079 | — | — | 79.8 | 79.9 | — | |
| MMCIInput Modality=RGB-D, Venue=PR192020.03 | 0.079 | — | — | 85.9 | 86.8 | — | |
| CPFP2020.07 | 0.0794 | — | — | 79.84 | 79.94 | — | |
| CTMF2020.07 | 0.0847 | — | — | 84.93 | 85.72 | — | |
| CTMFinference input=RGB-D2020.05 | 0.085 | 84.5 | 78.8 | 84.9 | — | — | |
| AmuletInput Type=2D, Publication=2017'ICCV, Model Size=132.6 MB, FPS=182020.07 | 0.085 | 75.8 | — | — | — | — | |
| CTMFInput Modality=RGB-D, Venue=TCyb182020.03 | 0.085 | — | — | 84.9 | 85.7 | — | |
| AFNetinference input=RGB-D2020.05 | 0.1 | 77.5 | 76.4 | 77.2 | — | — | |
| R3NetInput Modality=RGB, Venue=IJCAI182020.03 | 0.105 | — | — | 77.1 | 80.5 | — | |
| DSSInput Type=2D, Publication=2017'CVPR, Model Size=447.3 MB, FPS=222020.07 | 0.108 | 67.8 | — | — | — | — | |
| RSInput Modality=RGB-D, Venue=ICCV172020.03 | 0.12 | — | — | 74.1 | 79.6 | — | |
| DFinference input=RGB-D2020.05 | 0.141 | 80.4 | 74.4 | 76.3 | — | — | |
| DF2020.07 | 0.1987 | — | — | 59.3 | 63.55 | — | |
| ACSD2016.07 | — | 69.52 | — | — | — | — | |
| BSCA2016.07 | — | 61.33 | — | — | — | — | |
| Deep Fusion2016.07 | — | 78.74 | — | — | — | — | |
| GP2016.07 | — | 72.46 | — | — | — | — | |
| LEGS2016.07 | — | 67.91 | — | — | — | — | |
| LMH2016.07 | — | 63.81 | — | — | — | — | |
| MB+2016.07 | — | 61.56 | — | — | — | — | |
| S-CNN2016.07 | — | 60.96 | — | — | — | — | |
| SSFPub.=CVPR20, Backbone=VGG-192021.03 | — | — | — | 90.3 | — | — |