RGB-D Salient Object Detection on NLPR (test)
94.1S-measure (Sα)VSCode-S
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VSCode-SParams (M)=74.72, Backbone=Swin-S2023.11 | 94.1 | 93.2 | 96.8 | — | — | — | — | — | — | — | — | — | |
| Generative Vision TransformerBackbone=Swin-Transformer2021.12 | 93.8 | 92.1 | 96.6 | 0.018 | — | — | — | — | — | — | — | — | |
| VSCode-TParams (M)=54.09, Backbone=Swin-T2023.11 | 93.8 | 93 | 96.6 | — | — | — | — | — | — | — | — | — | |
| BTS-NetVenue=Ours2021.04 | 93.4 | — | — | 0.023 | — | 92.3 | — | — | 96.5 | — | — | — | |
| VST-T++Params (M)=100.51, Backbone=Swin-T2023.11 | 93.3 | 92.1 | 96.4 | — | — | — | — | — | — | — | — | — | |
| VST2021.12 | 93.2 | 89.7 | 95.1 | 0.024 | — | — | — | — | — | — | — | — | |
| CMINetParams (M)=188.122023.11 | 93.2 | 92.2 | 96.3 | — | — | — | — | — | — | — | — | — | |
| VSTParams (M)=53.832023.11 | 93.2 | 92 | 96.2 | — | — | — | — | — | — | — | — | — | |
| BBS-NetVenue=ECCV202021.04 | 93 | — | — | 0.023 | — | 91.8 | — | — | 96.1 | — | — | — | |
| BBSNet2021.12 | 93 | 89.6 | 95 | 0.023 | — | — | — | — | — | — | — | — | |
| BBS-NetEfficient version=false2020.07 | 93 | — | — | — | — | 91.8 | — | — | 96.1 | — | — | 0.023 | |
| CAVERParams (M)=55.792023.11 | 92.9 | 92.1 | 96.4 | — | — | — | — | — | — | — | — | — | |
| JL-DCF2020.04 | 92.5 | 91.6 | 96.2 | 0.022 | — | — | — | — | — | — | — | — | |
| BiANetVenue=20202020.04 | 92.5 | — | — | 0.024 | — | 91.4 | 89.4 | 88.1 | 96.1 | 94.8 | 95.6 | — | |
| BiaNet2021.12 | 92.5 | 89.4 | 94.8 | 0.024 | — | — | — | — | — | — | — | — | |
| JLDCF2021.12 | 92.5 | 89.4 | 95.5 | 0.022 | — | — | — | — | — | — | — | — | |
| BBS-NetEfficient version=true2020.07 | 92.5 | — | — | — | — | 90.9 | — | — | 95.9 | — | — | 0.026 | |
| SPSN2023.11 | 92.3 | 91.2 | 96 | — | — | — | — | — | — | — | — | — | |
| UCNet2021.12 | 92 | 89.1 | 95.1 | 0.025 | — | — | — | — | — | — | — | — | |
| DSA2F2021.12 | 91.8 | 89.7 | 95 | 0.024 | — | — | — | — | — | — | — | — | |
| D3Net2020.04 | 90.6 | 88.5 | 94.6 | 0.034 | — | — | — | — | — | — | — | — | |
| D3NetVenue=arXiv192020.04 | 90.5 | — | — | 0.033 | — | 88.5 | 85.2 | 83.2 | 94.5 | 92.3 | 93.1 | — | |
| CoNet2021.12 | 90 | 85.9 | 93.7 | 0.03 | — | — | — | — | — | — | — | — | |
| DMRA2020.04 | 89.9 | 87.9 | 94.7 | 0.031 | — | — | — | — | — | — | — | — | |
| DMRAVenue=ICCV192020.04 | 89.9 | — | — | 0.031 | — | 87.9 | 86.4 | 85.4 | 94.7 | 94 | 94.1 | — | |
| DMRA2020.07 | 89.9 | — | — | — | — | 87.9 | — | — | 94.7 | — | — | 0.031 | |
| CPFP2020.04 | 88.8 | 86.7 | 93.2 | 0.036 | — | — | — | — | — | — | — | — | |
| CPFP2020.07 | 88.8 | — | — | — | — | 86.7 | — | — | 93.2 | — | — | 0.031 | |
| TANet2020.04 | 88.6 | 86.3 | 94.1 | 0.041 | — | — | — | — | — | — | — | — | |
| TANet2020.07 | 88.6 | — | — | — | — | 86.3 | — | — | 94.1 | — | — | 0.036 | |
| CMWNet2020.07 | 87.6 | — | 91.2 | 0.066 | 88.3 | — | — | — | — | — | — | — | |
| PCF2020.04 | 87.4 | 84.1 | 92.5 | 0.044 | — | — | — | — | — | — | — | — | |
| PCF2020.07 | 87.4 | — | — | — | — | 84.1 | — | — | 92.5 | — | — | 0.041 | |
| CTMF2020.04 | 86 | 82.5 | 92.9 | 0.056 | — | — | — | — | — | — | — | — | |
| CTMF2020.07 | 86 | — | — | — | — | 82.5 | — | — | 92.9 | — | — | 0.059 | |
| MMCI2020.04 | 85.6 | 81.5 | 91.3 | 0.059 | — | — | — | — | — | — | — | — | |
| MMCI2020.07 | 85.6 | — | — | — | — | 81.5 | — | — | 91.3 | — | — | 0.044 | |
| DMRAPublication Year=20192020.07 | 84.7 | — | 90 | 0.075 | 85.6 | — | — | — | — | — | — | — | |
| D3NetPublication Year=20192020.07 | 83.2 | — | 86.4 | 0.099 | 81.9 | — | — | — | — | — | — | — | |
| CPFPPublication Year=20192020.07 | 82.8 | — | 87.2 | 0.088 | 82.6 | — | — | — | — | — | — | — | |
| MDSF2020.04 | 80.5 | 79.3 | 88.5 | 0.095 | — | — | — | — | — | — | — | — | |
| MDSF2020.07 | 80.5 | — | — | — | — | 79.3 | — | — | 88.5 | — | — | 0.091 | |
| DF2020.04 | 80.2 | 77.8 | 88 | 0.085 | — | — | — | — | — | — | — | — | |
| DF2020.07 | 80.2 | — | — | — | — | 77.8 | — | — | 88 | — | — | 0.058 | |
| TANetPublication Year=20192020.07 | 80.1 | — | 84.7 | 0.111 | 79.6 | — | — | — | — | — | — | — | |
| AFNet2020.04 | 79.9 | 77.1 | 87.9 | 0.058 | — | — | — | — | — | — | — | — | |
| AFNet2020.07 | 79.9 | — | — | — | — | 77.1 | — | — | 87.9 | — | — | 0.056 | |
| CTMFPublication Year=20182020.07 | 79.6 | — | 86.5 | 0.119 | 79.1 | — | — | — | — | — | — | — | |
| PCFPublication Year=20182020.07 | 79.4 | — | 83.5 | 0.112 | 77.9 | — | — | — | — | — | — | — | |
| DFPublication Year=20172020.07 | 79.1 | — | 86.5 | 0.138 | 81.7 | — | — | — | — | — | — | — | |
| MMCIPublication Year=20192020.07 | 78.7 | — | 83.9 | 0.132 | 77.1 | — | — | — | — | — | — | — | |
| DTMPublication Year=20192020.07 | 78.3 | — | 85.3 | 0.16 | 82.5 | — | — | — | — | — | — | — | |
| LBE2020.04 | 76.2 | 74.5 | 85.5 | 0.081 | — | — | — | — | — | — | — | — | |
| LBE2020.07 | 76.2 | — | — | — | — | 74.5 | — | — | 85.5 | — | — | 0.117 | |
| SE2020.04 | 75.6 | 71.3 | 84.7 | 0.091 | — | — | — | — | — | — | — | — | |
| SE2020.07 | 75.6 | — | — | — | — | 71.3 | — | — | 84.7 | — | — | 0.085 | |
| DCMCPublication Year=20162020.07 | 75.3 | — | 85.6 | 0.155 | 81.7 | — | — | — | — | — | — | — | |
| AFNetPublication Year=20192020.07 | 73.8 | — | 81.5 | 0.133 | 74.4 | — | — | — | — | — | — | — | |
| LBEPublication Year=20162020.07 | 73.6 | — | 80.4 | 0.208 | 72.6 | — | — | — | — | — | — | — | |
| CDCP2020.07 | 72.7 | — | — | — | — | 64.5 | — | — | 82 | — | — | 0.112 | |
| DCMC2020.04 | 72.4 | 64.8 | 79.3 | 0.117 | — | — | — | — | — | — | — | — | |
| DCMC2020.07 | 72.4 | — | — | — | — | 64.8 | — | — | 79.3 | — | — | 0.095 | |
| CDCPPublication Year=20172020.07 | 71.7 | — | 78.6 | 0.167 | 70.3 | — | — | — | — | — | — | — | |
| MDSFPublication Year=20172020.07 | 70 | — | 82.6 | 0.19 | 78.3 | — | — | — | — | — | — | — | |
| SEPublication Year=20162020.07 | 69.8 | — | 84 | 0.167 | 79.1 | — | — | — | — | — | — | — | |
| ACSD2020.04 | 67.3 | 60.7 | 78 | 0.179 | — | — | — | — | — | — | — | — | |
| ACSD2020.07 | 67.3 | — | — | — | — | 60.7 | — | — | 78 | — | — | 0.081 | |
| GP2020.07 | 65.4 | — | — | — | — | 61.1 | — | — | 72.3 | — | — | 0.146 | |
| LHM2020.07 | 63 | — | — | — | — | 62.2 | — | — | 76.6 | — | — | 0.108 | |
| CDB2020.07 | 62.9 | — | — | — | — | 61.8 | — | — | 79.1 | — | — | 0.114 | |
| DESM2020.07 | 57.2 | — | — | — | — | 64 | — | — | 80.5 | — | — | 0.312 |