RGB-D Video Salient Object Detection on ViDSOD-100
91.2S_alphaM4-SAM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| M4-SAMReference=Ours2026.05 | 91.2 | 93.6 | 86.8 | 0.016 | |
| KAN-SAMReference=ICME’252026.05 | 89.2 | 91.2 | 84.6 | 0.025 | |
| SAM2-UNetReference=Vis. Intell.2026.05 | 89.1 | 90.7 | 82.9 | 0.025 | |
| MDSAMReference=MM’242026.05 | 87.7 | 90.9 | 81.5 | 0.026 | |
| DCTNet+Reference=TIP’242026.05 | 87.6 | 90.1 | 80.9 | 0.03 | |
| ATFNetReference=IJCV’242026.05 | 87.5 | 90.1 | 81.3 | 0.027 | |
| TransFlowReference=ICCVW’252026.05 | 87.4 | 89.8 | 79.9 | 0.031 | |
| MFENetReference=ICASSP’252026.05 | 83.1 | — | 76.3 | 0.04 | |
| PICRNetReference=MM’232026.05 | 83 | 87.3 | 73.8 | 0.038 | |
| DPAReference=CVPR’242026.05 | 81.7 | 84.8 | 71.5 | 0.051 | |
| DVSODReference=NeurIPS’232026.05 | 70.2 | 78.3 | 56.8 | 0.083 | |
| STDNetReference=TPAMI’252026.05 | 69.8 | 77.3 | 56.2 | 0.078 | |
| HRTransNetReference=TCSVT’222026.05 | 68.6 | 74.5 | 53.1 | 0.099 | |
| LSTAReference=PR’242026.05 | 67.1 | 75.7 | 56.5 | 0.086 |