RGB-D Salient Object Detection on LFSD (test)
89.4S-measureCATNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CATNetBackbone=SwinB2026.03 | 89.4 | 89.1 | 92.6 | 0.051 | 86.3 | |
| CPNetBackbone=SwinB2026.03 | 89.3 | 89.2 | 92.6 | 0.05 | 86.9 | |
| STENetBackbone=SwinB2026.03 | 89 | 89.1 | 92.8 | 0.048 | 87.3 | |
| PICRNetBackbone=SwinB2026.03 | 88.8 | 89.4 | 92.2 | 0.053 | 86.4 | |
| SwinNetBackbone=SwinB2026.03 | 88.6 | 88.9 | 91.7 | 0.059 | 85.4 | |
| STENetBackbone=Res502026.03 | 87.7 | 88 | 91.4 | 0.057 | 84.8 | |
| CIRNetBackbone=Res502026.03 | 87.5 | 88.3 | 90.4 | 0.068 | 83.8 | |
| DIGRNetBackbone=Res502026.03 | 87.3 | 86.5 | 90.6 | 0.067 | 82.8 | |
| CAVERBackbone=Res502026.03 | 87.3 | 87.6 | 91.4 | 0.063 | 84.4 | |
| CFIDNetBackbone=Res502026.03 | 87 | 86.5 | 90.1 | 0.071 | 82.8 | |
| DSNetBackbone=Res502026.03 | 86.8 | 85.8 | 90.5 | 0.069 | 82.6 | |
| LAFBBackbone=Res502026.03 | 86.6 | 87 | 90.4 | 0.065 | 83.3 | |
| BBS-NetEfficient version=false2020.07 | 86.4 | 85.8 | 90.1 | 0.072 | — | |
| C2DFNetBackbone=Res502026.03 | 86.3 | 86.7 | 90.2 | 0.065 | 83.5 | |
| RD3D+Backbone=Res502026.03 | 86.1 | 84.9 | 89.6 | 0.076 | 80.7 | |
| BBS-NetEfficient version=true2020.07 | 85.9 | 85.5 | 89.6 | 0.072 | — | |
| HINetBackbone=Res502026.03 | 85.2 | 84.7 | 89.8 | 0.076 | 80.2 | |
| DCFNetBackbone=Res502026.03 | 84.1 | 84.1 | 88.3 | 0.075 | 80.5 | |
| DMRA2020.07 | 83.9 | 85.2 | 89.3 | 0.076 | — | |
| CPFP2020.07 | 82.8 | 82.6 | 86.3 | 0.083 | — | |
| TANet2020.07 | 80.1 | 79.6 | 84.7 | 0.088 | — | |
| CTMF2020.07 | 78.8 | 78.7 | 85.7 | 0.132 | — | |
| MMCI2020.07 | 78.7 | 77.1 | 83.9 | 0.119 | — | |
| PCF2020.07 | 78.6 | 77.5 | 82.7 | 0.111 | — | |
| DF2020.07 | 78.3 | 81.3 | 85.7 | 0.132 | — | |
| DCMC2020.07 | 75.3 | 81.7 | 85.6 | 0.145 | — | |
| AFNet2020.07 | 73.8 | 74.4 | 81.5 | 0.127 | — | |
| LBE2020.07 | 72.9 | 72.2 | 79.7 | 0.174 | — | |
| ACSD2020.07 | 72.7 | 76.3 | 82.9 | 0.197 | — | |
| DESM2020.07 | 71.6 | 76.2 | 81.1 | 0.253 | — | |
| CDCP2020.07 | 71.2 | 70.2 | 78 | 0.172 | — | |
| MDSF2020.07 | 69.4 | 77.9 | 81.9 | 0.133 | — | |
| SE2020.07 | 69.2 | 78.6 | 83.2 | 0.127 | — | |
| GP2020.07 | 63.5 | 78.3 | 82.4 | 0.19 | — | |
| LHM2020.07 | 55.3 | 70.8 | 76.3 | 0.218 | — | |
| CDB2020.07 | 51.5 | 67.7 | 87.1 | 0.225 | — |