Salient Object Detection on SSD (Fada, Fw_beta, Sm, Em metrics)
4.5MAEHDFNet
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| HDFNetBackbone=ResNet-502020.07 | 4.5 | 88.5 | 84.2 | 82.1 | 87.9 | 91.1 | — | |
| HDFNetBackbone=VGG-192020.07 | 4.6 | 88.3 | 84.7 | 81.9 | 87.5 | 91.1 | — | |
| HDFNetBackbone=VGG-162020.07 | 4.8 | 87.2 | 84.4 | 80.8 | 86.6 | 91.3 | — | |
| Li et al. (ours)2020.07 | 5.24 | — | — | — | 86.15 | — | 86.5 | |
| ASIF-Net2020.07 | 5.62 | — | — | — | 85.66 | — | 86.33 | |
| DMRABackbone=VGG-192020.07 | 5.8 | 85.8 | 82.1 | 78.7 | 85.6 | 89.8 | — | |
| D3NetBackbone=ResNet-502020.07 | 5.8 | 87.2 | 79.3 | 78 | 86.6 | 89.2 | — | |
| DMRA2020.07 | 5.83 | — | — | — | 85.69 | — | 85.79 | |
| PCFN2020.07 | 6.27 | — | — | — | 84.27 | — | 84.47 | |
| TAN2020.07 | 6.29 | — | — | — | 83.93 | — | 83.5 | |
| PCANetBackbone=VGG-162020.07 | 6.3 | 84.4 | 78.6 | 73.3 | 84.2 | 89 | — | |
| TANetBackbone=VGG-162020.07 | 6.3 | 83.4 | 76.6 | 72.7 | 83.9 | 88.6 | — | |
| A2dele2020.07 | 6.91 | — | — | — | 80.93 | — | 82.48 | |
| DCFF2020.07 | 7.69 | — | — | — | 83.16 | — | 83.88 | |
| CPFP2020.07 | 8.18 | — | — | — | 80.67 | — | 80.14 | |
| MMCIBackbone=VGG-162020.07 | 8.2 | 82.3 | 74.8 | 66.2 | 81.3 | 86 | — | |
| CPFPBackbone=VGG-162020.07 | 8.2 | 80.1 | 72.6 | 70.8 | 80.7 | 83.2 | — | |
| MMCI2020.07 | 8.2 | — | — | — | 81.33 | — | 82.3 | |
| CTMFBackbone=VGG-162020.07 | 10 | 75.5 | 70.9 | 62.2 | 77.6 | 83.8 | — | |
| CTMF2020.07 | 10.03 | — | — | — | 77.57 | — | 75.5 | |
| PoolNet2020.07 | 10.99 | — | — | — | 74.91 | — | 76.44 | |
| AFNetBackbone=VGG-162020.07 | 11.8 | 73.5 | 69.4 | 58.9 | 71.4 | 80.3 | — | |
| EGNet2020.07 | 13.51 | — | — | — | 70.72 | — | 70.4 | |
| DFBackbone=VGG-162020.07 | 15.1 | 76.3 | 70.9 | 53.6 | 74.1 | 80.1 | — | |
| DF2020.07 | 15.11 | — | — | — | 74.22 | — | 76.31 | |
| DCMC2020.07 | 16.8 | 75 | 68.4 | 48 | 70.6 | 79 | — | |
| CDCP2020.07 | 21.9 | 57.6 | 52.4 | 42.9 | 60.3 | 71.4 | — | |
| DES14Method Category=Traditional2020.07 | 50 | 26 | 7.3 | 17.2 | 34.1 | 47.5 | — |