RGB-D Salient Object Detection on SIP (test)
92.4S-measure (Sα)VSCode-S
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| VSCode-SParams (M)=74.72, Backbone=Swin-S2023.11 | 92.4 | — | — | — | — | — | — | — | 94.2 | 95.8 | |
| VSCode-TParams (M)=54.09, Backbone=Swin-T2023.11 | 91.7 | — | — | — | — | — | — | — | 93.6 | 95.5 | |
| Generative Vision TransformerBackbone=Swin-Transformer2021.12 | 90.6 | — | — | — | — | — | — | 0.037 | 90.8 | 94 | |
| VST2021.12 | 90.4 | — | — | — | — | — | — | 0.04 | 89.4 | 93.3 | |
| VSTParams (M)=53.832023.11 | 90.4 | — | — | — | — | — | — | — | 91.5 | 94.4 | |
| VST-T++Params (M)=100.51, Backbone=Swin-T2023.11 | 90.3 | — | — | — | — | — | — | — | 91.4 | 94.4 | |
| CMINetParams (M)=188.122023.11 | 89.9 | — | — | — | — | — | — | — | 91 | 93.9 | |
| CAVERParams (M)=55.792023.11 | 89.3 | — | — | — | — | — | — | — | 90.6 | 93.4 | |
| SPSN2023.11 | 89.2 | — | — | — | — | — | — | — | 90 | 93.6 | |
| BiANetVenue=20202020.04 | 88.3 | 89 | 87.3 | 87.5 | 92.5 | 91.3 | 92 | 0.052 | — | — | |
| BiaNet2021.12 | 88.3 | — | — | — | — | — | — | 0.052 | 87.3 | 91.3 | |
| JLDCF2021.12 | 88 | — | — | — | — | — | — | 0.049 | 87.3 | 91.8 | |
| BBSNet2021.12 | 87.9 | — | — | — | — | — | — | 0.055 | 86.8 | 90.6 | |
| BBS-NetEfficient version=false2020.07 | 87.9 | 88.3 | — | — | 92.2 | — | — | 0.055 | — | — | |
| BBS-NetEfficient version=true2020.07 | 87.6 | 88 | — | — | 91.9 | — | — | 0.056 | — | — | |
| UCNet2021.12 | 87.5 | — | — | — | — | — | — | 0.051 | 86.7 | 91.4 | |
| CoNet2021.12 | 86.8 | — | — | — | — | — | — | 0.054 | 85.5 | 91.5 | |
| D3NetVenue=arXiv192020.04 | 86.4 | 86.1 | 83 | 82.9 | 91 | 89.3 | 90.1 | 0.063 | — | — | |
| CPFP2020.07 | 85.1 | 85.1 | — | — | 90.3 | — | — | 0.064 | — | — | |
| PCF2020.07 | 83.8 | 83.8 | — | — | 90.1 | — | — | 0.071 | — | — | |
| TANet2020.07 | 83 | 83 | — | — | 89.5 | — | — | 0.075 | — | — | |
| MMCI2020.07 | 81.8 | 79.8 | — | — | 89.7 | — | — | 0.086 | — | — | |
| DMRAVenue=ICCV192020.04 | 80.6 | 82.1 | 81.1 | 81.9 | 87.5 | 84.4 | 86.3 | 0.085 | — | — | |
| DMRA2020.07 | 80.6 | 82.1 | — | — | 87.5 | — | — | 0.085 | — | — | |
| DF2020.07 | 73.2 | 71.7 | — | — | 83.8 | — | — | 0.185 | — | — | |
| AFNet2020.07 | 72.7 | 76.3 | — | — | 85.3 | — | — | 0.118 | — | — | |
| MDSF2020.07 | 72 | 71.2 | — | — | 81.9 | — | — | 0.167 | — | — | |
| ACSD2020.07 | 71.7 | 69.8 | — | — | 79.8 | — | — | 0.172 | — | — | |
| SE2020.07 | 71.6 | 69.4 | — | — | 82.9 | — | — | 0.164 | — | — | |
| CTMF2020.07 | 68.3 | 61.8 | — | — | 74.3 | — | — | 0.139 | — | — | |
| DCMC2020.07 | 65.3 | 65.7 | — | — | 75.9 | — | — | 0.186 | — | — | |
| LBE2020.07 | 62.8 | 66.1 | — | — | 77.1 | — | — | 0.2 | — | — | |
| GP2020.07 | 61.8 | 68.7 | — | — | 76.8 | — | — | 0.173 | — | — | |
| DESM2020.07 | 61.6 | 66.9 | — | — | 77 | — | — | 0.298 | — | — | |
| CDCP2020.07 | 59.5 | 50.5 | — | — | 72.1 | — | — | 0.224 | — | — | |
| CDB2020.07 | 55.7 | 62 | — | — | 73.7 | — | — | 0.192 | — | — | |
| LHM2020.07 | 51.1 | 57.4 | — | — | 71.6 | — | — | 0.184 | — | — |