Salient Object Detection on DUT-O
90.4S-measureLFNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LFNetParams (M)=43.232026.06 | 90.4 | 88.4 | 93.8 | — | |
| DGSSMParams (M)=38.922026.04 | 90.3 | 86.9 | 93 | — | |
| SambaParams (M)=49.592026.04 | 88.9 | 85.9 | 92.2 | — | |
| SambaParams (M)=49.592026.06 | 88.9 | 85.9 | 92.2 | — | |
| VSCode-SParams (M)=74.722026.04 | 87.7 | 84 | 91.2 | — | |
| VSCode-SParams (M)=74.722026.06 | 87.7 | 84 | 91.2 | — | |
| FCL-CODLabel=B2026.03 | 87.2 | — | — | 4.3 | |
| ICON-SParams (M)=94.302026.04 | 86.9 | 83 | 90.6 | — | |
| ICON-SParams (M)=94.302026.06 | 86.9 | 83 | 90.6 | — | |
| HVPNetParams(M)=11.7, FLOPs(G)=8.12026.06 | 86.9 | 82.7 | 90.5 | 4.3 | |
| EVPParams(M)=64.52026.06 | 86.4 | 82.2 | 90.2 | 4.7 | |
| SRParams(M)=90.7, FLOPs(G)=26.22026.06 | 86.1 | 80.7 | 89.4 | 4.3 | |
| PDNetParams(M)=116.0, FLOPs(G)=18.22026.06 | 86 | 81.4 | 90 | 4.9 | |
| VST-S++Label=F2026.03 | 85.9 | — | — | 5 | |
| VST S++Params (M)=74.902026.04 | 85.9 | 81.3 | 89 | — | |
| VST-S ++Params (M)=74.902026.06 | 85.9 | 81.3 | 89 | — | |
| BBRFParams (M)=74.402026.04 | 85.5 | 82 | 89.8 | — | |
| BBRFParams (M)=74.402026.06 | 85.5 | 82 | 89.8 | — | |
| VST-T++Params(M)=54.62026.06 | 85.3 | 80.4 | 89.2 | 5.3 | |
| VSTMACs (G)=23.16, Params (M)=44.482021.04 | 85 | 80 | 88.8 | 5.8 | |
| MENetLabel=F2026.03 | 85 | — | — | 4.5 | |
| MENetParams (M)=27.832026.04 | 85 | 79.2 | 87.9 | — | |
| MENetParams (M)=27.832026.06 | 85 | 79.2 | 87.9 | — | |
| MENetParams(M)=27.8, FLOPs(G)=94.72026.06 | 85 | 79.2 | 87.9 | 4.5 | |
| EDNParams (M)=42.852026.04 | 84.9 | 82.1 | 88.4 | — | |
| EDNParams (M)=42.852026.06 | 84.9 | 82.1 | 88.4 | — | |
| DCNet-RParams(M)=356.32026.06 | 84.9 | 82.7 | 87.6 | 5.3 | |
| ICON-RLabel=F2026.03 | 84.5 | — | — | 5.7 | |
| ICON-RParams (M)=33.092026.04 | 84.5 | 79.9 | 88.4 | — | |
| ICON-RParams (M)=33.092026.06 | 84.5 | 79.9 | 88.4 | — | |
| ICON-RParams(M)=33.0, FLOPs(G)=20.92026.06 | 84.5 | 79.9 | 88.4 | 5.7 | |
| SAM-CODLabel=B2026.03 | 84.4 | — | — | 5.1 | |
| EGNetBackbone=ResNet-50, MACs (G)=157.21, Params (M)=111.642021.04 | 84.1 | 77.8 | 87.8 | 5.3 | |
| ITSDBackbone=ResNet-50, MACs (G)=15.96, Params (M)=26.472021.04 | 84 | 79.2 | 88 | 6.1 | |
| GateNetBackbone=ResNet-50, MACs (G)=162.13, Params (M)=128.632021.04 | 84 | 78.2 | 87.8 | 5.5 | |
| LDFBackbone=ResNet-50, MACs (G)=15.51, Params (M)=25.152021.04 | 83.9 | 78.2 | 87 | 5.2 | |
| CSFBackbone=Res2Net, MACs (G)=18.96, Params (M)=36.532021.04 | 83.8 | 77.5 | 86.9 | 5.5 | |
| GateNetLabel=F2026.03 | 83.8 | — | — | 5.5 | |
| CSF-R2Params (M)=36.532026.04 | 83.8 | 77.5 | 86.9 | — | |
| CSF-R2Params (M)=36.532026.06 | 83.8 | 77.5 | 86.9 | — | |
| BASNetMACs (G)=127.36, Params (M)=87.062021.04 | 83.6 | 77.9 | 87.2 | 5.7 | |
| BASNetLabel=F2026.03 | 83.6 | — | — | 5.7 | |
| MINetBackbone=ResNet-50, MACs (G)=87.11, Params (M)=162.382021.04 | 83.3 | 76.9 | 86.9 | 5.6 | |
| PoolNetMACs (G)=88.89, Params (M)=68.262021.04 | 83.2 | 76.9 | 86.9 | 5.6 | |
| PoolNet-M+Params(M)=3.0, FLOPs(G)=.9282026.06 | 83 | 76.5 | 87.3 | 5.6 | |
| HVPNet(-)Params(M)=2.8, FLOPs(G)=1.82026.06 | 83 | 77.7 | 88.1 | 5.7 | |
| PiCANetMACs (G)=54.05, Params (M)=47.222021.04 | 82.6 | 76.7 | 86.5 | 5.4 | |
| AFNetMACs (G)=21.66, Params (M)=35.952021.04 | 82.6 | 75.9 | 86.1 | 5.7 | |
| AFNetLabel=F2026.03 | 82.6 | — | — | 5.7 | |
| ADMNet+Params(M)=0.8, FLOPs(G)=3.32026.06 | 82.6 | 76.3 | 86.9 | 5.8 | |
| CPDBackbone=ResNet-50, MACs (G)=17.77, Params (M)=47.852021.04 | 82.5 | 75.4 | 86.8 | 5.6 | |
| PSODLabel=P2026.03 | 82.4 | — | — | 6.4 | |
| DMNet-ANNParams(M)=2.6, FLOPs(G)=43.52026.06 | 82.2 | 75.1 | — | 5.7 | |
| TSPOANet2021.04 | 81.8 | 75 | 85.8 | 6.2 | |
| SCSODLabel=S2026.03 | 81.1 | — | — | 6 |