Co-Salient Object Detection on CoCA (test)
0.752FmaxVCP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VCPTraining Datasets=S+D, Tunable Parameters (M)=4.94, Model Size (MB)=192025.04 | 0.752 | 0.819 | 0.871 | 0.054 | |
| CONDATraining Datasets=S+D, Tunable Parameters (M)=24.1, Model Size (MB)=139.52025.04 | 0.685 | 0.763 | 0.839 | 0.089 | |
| VCPTraining Datasets=C+D, Tunable Parameters (M)=4.94, Model Size (MB)=192025.04 | 0.68 | 0.774 | 0.829 | 0.069 | |
| GCoNet+Training Datasets=S+D, Tunable Parameters (M)=18.4, Model Size (MB)=70.42025.04 | 0.637 | 0.738 | 0.814 | 0.081 | |
| SCEDTraining Datasets=S+D, Tunable Parameters (M)=156.7, Model Size (MB)=17502025.04 | 0.629 | 0.741 | 0.828 | 0.084 | |
| DMTTraining Datasets=C+D, Tunable Parameters (M)=40.4, Model Size (MB)=154.42025.04 | 0.621 | 0.728 | 0.8 | 0.107 | |
| DMT2023.04 | 0.619 | 0.7246 | 0.8001 | 0.1084 | |
| CADC++Training Datasets=D, Tunable Parameters (M)=393.212025.04 | 0.609 | 0.708 | 0.791 | 0.107 | |
| GEMTraining Datasets=S+D, Tunable Parameters (M)=52.3, Model Size (MB)=199.72025.04 | 0.599 | 0.726 | 0.808 | 0.095 | |
| DCFMVenue=CVPR20222023.04 | 0.5981 | 0.7101 | 0.7826 | 0.0845 | |
| DCFMFLOPs (G)=316.6, param. (M)=142.3, runtime (fps)=84.42022.03 | 0.598 | — | — | — | |
| DCFMTraining Datasets=C, Tunable Parameters (M)=142.3, Model Size (MB)=542.92025.04 | 0.598 | 0.71 | 0.783 | 0.085 | |
| CoRPTraining Datasets=C+D, Tunable Parameters (M)=20, Model Size (MB)=228.32025.04 | 0.597 | 0.715 | 0.769 | 0.103 | |
| DCFM†FLOPs (G)=313.0, param. (M)=140.5, runtime (fps)=101.9, Democratic Feature Enhancement (DFE)=Excluded2022.03 | 0.592 | — | — | — | |
| MCCLTraining Datasets=S+D, Tunable Parameters (M)=27.1, Model Size (MB)=104.52025.04 | 0.584 | 0.713 | 0.796 | 0.097 | |
| UniTRTraining Datasets=S+D, Tunable Parameters (M)=146.6, Model Size (MB)=5412025.04 | 0.574 | 0.708 | 0.789 | 0.089 | |
| UFOVenue=ArXiv20222023.04 | 0.5681 | 0.6971 | 0.7802 | 0.0939 | |
| CADCVenue=ICCV20212023.04 | 0.5487 | 0.68 | 0.7443 | 0.133 | |
| CADCFLOPs (G)=457.9, param. (M)=392.8, runtime (fps)=18.02022.03 | 0.548 | — | — | — | |
| CADCTraining Datasets=C+D, Tunable Parameters (M)=392.85, Model Size (MB)=1498.72025.04 | 0.548 | 0.681 | 0.744 | 0.132 | |
| EVPTraining Datasets=S+D, Tunable Parameters (M)=3.7, Model Size (MB)=14.12025.04 | 0.546 | 0.686 | 0.76 | 0.126 | |
| GCoNetFLOPs (G)=311.5, param. (M)=142.0, runtime (fps)=116.22022.03 | 0.544 | — | — | — | |
| GCoNetTraining Datasets=D, Tunable Parameters (M)=280.36, Model Size (MB)=541.72025.04 | 0.544 | 0.673 | 0.76 | 0.105 | |
| GCoNetVenue=CVPR20212023.04 | 0.5438 | 0.673 | 0.7598 | 0.105 | |
| ICNetVenue=NIPS20202023.04 | 0.5133 | 0.6541 | 0.7042 | 0.147 | |
| GICDFLOPs (G)=467.6, param. (M)=278.0, runtime (fps)=40.82022.03 | 0.513 | — | — | — | |
| GICDVenue=ECCV20202023.04 | 0.5126 | 0.6579 | 0.7149 | 0.126 | |
| CSMGVenue=CVPR20192023.04 | 0.4988 | 0.6276 | 0.7324 | 0.1273 |