Video Salient Object Detection on FBMS (test)
92.2F-scoreSamba
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SambaParams (M)=54.94, MACs (G)=71.642026.02 | 92.2 | 92.5 | 0.954 | |
| Samba+Params (M)=59.03, MACs (G)=72.52026.02 | 92.2 | 92.6 | 0.956 | |
| OAST2024.11 | 91.9 | 91.7 | 2.5 | |
| TGFormer2024.11 | 91.9 | 91.6 | 2.6 | |
| CFAM2024.11 | 91.5 | 90.9 | 2.6 | |
| RealFlow2024.11 | 90.6 | 92.6 | 2.8 | |
| MGAN19Params (M)=91.51, MACs (G)=123.572026.02 | 90.3 | 90.9 | 0.946 | |
| VSCode-S24Params (M)=74.72, MACs (G)=93.762026.02 | 90.2 | 90.5 | 0.939 | |
| FSNet2024.11 | 88.8 | 89 | 4.1 | |
| UFO2024.11 | 88.8 | 89.1 | 3.1 | |
| DBSNet2024.11 | 88.5 | 88.2 | 3.8 | |
| UGPL222026.02 | 88.4 | 89.7 | 0.939 | |
| MMNet24Params (M)=50.81, MACs (G)=82.632026.02 | 88.4 | 89.7 | 0.939 | |
| TMO2024.11 | 88.2 | 88.6 | 3.1 | |
| MGTNet22Params (M)=150.91, MACs (G)=265.212026.02 | 88.1 | 90 | 0.929 | |
| UFO24Params (M)=55.92, MACs (G)=248.82026.02 | 86.8 | 85.8 | 0.911 | |
| FSNet21Params (M)=83.41, MACs (G)=35.322026.02 | 86.7 | 87.5 | 0.918 | |
| SSAV2024.11 | 86.5 | 87.9 | 4 | |
| CASNet2024.11 | 86.3 | 85.6 | 5.6 | |
| CoSTFormer232026.02 | 86.1 | 86.9 | 0.913 | |
| DCFNet21Params (M)=69.56, MACs (G)=93.272026.02 | 85.3 | 88.3 | 0.91 | |
| HFAN2024.11 | 84.9 | 87.5 | 3.3 | |
| 3DC-Seg2024.11 | 84.5 | — | 4.8 | |
| PCSA202026.02 | 84.4 | 87.2 | 0.917 | |
| DFNet2024.11 | 83.3 | — | 5.4 | |
| GateNet2024.11 | 83.2 | 85.7 | 6.5 | |
| PCSA2024.11 | 83.1 | 86.6 | 4.1 | |
| F³Net2024.11 | 81.9 | 85.3 | 6.8 | |
| MINet2024.11 | 81.7 | 84.9 | 6.7 | |
| AD-Net2024.11 | 81.2 | — | 6.4 |