RGB-D Video Salient Object Detection on DViSal
85S_alphaM4-SAM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| M4-SAMReference=Ours2026.05 | 85 | 92.5 | 82.8 | 3.9 | |
| KAN-SAMReference=ICME’252026.05 | 83.5 | 88.5 | 78.3 | 5.2 | |
| TransFlowReference=ICCVW’252026.05 | 79.8 | 86.6 | 72.1 | 7 | |
| MDSAMReference=MM’242026.05 | 79.6 | 85.6 | 71.5 | 7.1 | |
| SAM2-UNetReference=Vis. Intell.2026.05 | 77.8 | 85.6 | 74.7 | 6.4 | |
| DCTNet+Reference=TIP’242026.05 | 76.7 | 82.8 | 68.9 | 9.5 | |
| MFENetReference=ICASSP’252026.05 | 76 | — | 71.7 | 8 | |
| DVSODReference=NeurIPS’232026.05 | 72.9 | 80.7 | 61 | 11.3 | |
| ATFNetReference=IJCV’242026.05 | 72.4 | 79.5 | 62.2 | 11.1 | |
| DPAReference=CVPR’242026.05 | 72.4 | 79.6 | 63.5 | 10.2 | |
| LSTAReference=PR’242026.05 | 70 | 84.8 | 64 | 8.2 | |
| PICRNetReference=MM’232026.05 | 67 | 71.5 | 56.8 | 14.7 | |
| STDNetReference=TPAMI’252026.05 | 64.6 | 72.7 | 50.5 | 15.6 | |
| HRTransNetReference=TCSVT’222026.05 | 62.8 | 72.7 | 49.7 | 16.1 |