Camouflaged Object Detection on CAMO (M, F_beta, E_phi, S_alpha)
0.092M ScoreSINet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SINetBackbone=ResNet50, CurriSeg training=false2026.02 | 0.092 | 0.712 | 0.804 | 0.745 | — | |
| MGL-RBackbone=ResNet50, CurriSeg training=false2026.02 | 0.088 | 0.738 | 0.812 | 0.775 | — | |
| BSA-NetBackbone=Res2Net50, CurriSeg training=false2026.02 | 0.079 | 0.768 | 0.851 | 0.796 | — | |
| PreyNetBackbone=ResNet50, CurriSeg training=false2026.02 | 0.077 | 0.763 | 0.854 | 0.79 | — | |
| BGNetPub./Year=IJCAI’222026.03 | 0.073 | — | 0.87 | 0.812 | 0.749 | |
| FEDERBackbone=ResNet50, CurriSeg training=false2026.02 | 0.07 | 0.775 | 0.87 | 0.802 | — | |
| RUNBackbone=ResNet50, CurriSeg training=false2026.02 | 0.07 | 0.781 | 0.868 | 0.806 | — | |
| FSELBackbone=ResNet50, CurriSeg training=false2026.02 | 0.069 | 0.779 | 0.881 | 0.816 | — | |
| FEDERBackbone=ResNet50, CurriSeg training=true2026.02 | 0.068 | 0.79 | 0.881 | 0.807 | — | |
| RUNBackbone=ResNet50, CurriSeg training=true2026.02 | 0.068 | 0.801 | 0.879 | 0.813 | — | |
| DINetPub./Year=TMM’242026.03 | 0.068 | — | 0.874 | 0.821 | 0.79 | |
| FSELBackbone=ResNet50, CurriSeg training=true2026.02 | 0.067 | 0.792 | 0.889 | 0.819 | — | |
| FEDERPub./Year=CVPR’232026.03 | 0.067 | — | 0.886 | 0.822 | 0.809 | |
| RUNBackbone=Res2Net50, CurriSeg training=false2026.02 | 0.066 | 0.815 | 0.905 | 0.843 | — | |
| ZoomNetPub./Year=CVPR’222026.03 | 0.066 | — | 0.892 | 0.82 | 0.752 | |
| RUNBackbone=Res2Net50, CurriSeg training=true2026.02 | 0.065 | 0.82 | 0.912 | 0.845 | — | |
| EAMNetPub./Year=ICME’232026.03 | 0.064 | — | 0.89 | 0.831 | 0.763 | |
| EVPPub./Year=CVPR’232026.03 | 0.059 | — | 0.895 | 0.846 | 0.777 | |
| CODdiffPub./Year=KBS’252026.03 | 0.054 | — | 0.911 | 0.839 | 0.802 | |
| FSPNetPub./Year=CVPR’232026.03 | 0.05 | — | 0.899 | 0.856 | 0.799 | |
| DCNetPub./Year=TCSVT’232026.03 | 0.05 | — | 0.922 | 0.87 | 0.831 | |
| ESNetPub./Year=IVC’252026.03 | 0.05 | — | 0.918 | 0.86 | 0.846 | |
| SDRNetPub./Year=KBS’242026.03 | 0.049 | — | 0.924 | 0.872 | 0.826 | |
| SARNetPub./Year=TCSVT’232026.03 | 0.047 | — | 0.927 | 0.868 | 0.828 | |
| IPNetPub./Year=EAAI’242026.03 | 0.047 | — | 0.924 | 0.864 | 0.836 | |
| VSCodePub./Year=CVPR’242026.03 | 0.046 | — | 0.925 | 0.873 | 0.844 | |
| RUNBackbone=PVT V2, CurriSeg training=false2026.02 | 0.045 | 0.861 | 0.934 | 0.877 | — | |
| CamoFormerPub./Year=TPAMI’242026.03 | 0.043 | — | 0.93 | 0.876 | 0.856 | |
| CamoDiffBackbone=PVT V2, CurriSeg training=false2026.02 | 0.042 | 0.853 | 0.936 | 0.878 | — | |
| RUNBackbone=PVT V2, CurriSeg training=true2026.02 | 0.042 | 0.879 | 0.952 | 0.885 | — | |
| FSELPub./Year=ECCV’242026.03 | 0.04 | — | 0.942 | 0.885 | 0.857 | |
| SENetPub./Year=TIP’252026.03 | 0.039 | — | 0.932 | 0.888 | 0.847 | |
| KCNetPub./Year=EAAI’252026.03 | 0.039 | — | 0.934 | 0.882 | 0.847 | |
| BDCLNetPub./Year=KBS’252026.03 | 0.039 | — | 0.929 | 0.881 | 0.845 | |
| UGDNetPub./Year=TMM’252026.03 | 0.038 | — | 0.942 | 0.888 | 0.865 | |
| CGCODPub./Year=ACMMM’252026.03 | 0.036 | — | 0.947 | 0.896 | 0.864 | |
| LGSANPub./Year=Ours2026.03 | 0.034 | — | 0.949 | 0.896 | 0.87 |