Video Object Segmentation on FBMS (test)
83.4J-measureDPA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DPAResolution=512x512, Optical Flow=true, fps=19.5*2022.11 | 83.4 | — | — | — | |
| OASTResolution=384x6402022.11 | 81.9 | — | — | — | |
| DPAResolution=352x352, Optical Flow=true, fps=24.2*2022.11 | 81.2 | — | — | — | |
| TMOResolution=384x384, OF (Optical Flow)=false, PP=false, fps=43.22022.09 | 79.9 | — | — | — | |
| TMOResolution=384x384, Optical Flow=true, fps=43.2*2022.11 | 79.9 | — | — | — | |
| TransportNetResolution=512x512, OF (Optical Flow)=false, PP=true, fps=12.52022.09 | 78.7 | — | — | — | |
| TransportNetResolution=512x512, Post-processing=true, fps=12.52022.11 | 78.7 | — | — | — | |
| PMNResolution=352x352, Optical Flow=true, fps=41.3*2022.11 | 77.7 | — | — | — | |
| F2Net2020.12 | 77.5 | — | — | — | |
| F2NetResolution=473x473, OF (Optical Flow)=false, PP=false, fps=102022.09 | 77.5 | — | — | — | |
| IMPOF (Optical Flow)=false, PP=false, fps=1.792022.09 | 77.5 | — | — | — | |
| F2NetResolution=473x473, Post-processing=true, fps=10.02022.11 | 77.5 | — | — | — | |
| IMPfps=1.792022.11 | 77.5 | — | — | — | |
| AMC-NetResolution=384x384, OF (Optical Flow)=true, PP=false, fps=17.52022.09 | 76.5 | — | — | — | |
| AMC-NetResolution=384x384, Optical Flow=true, Post-processing=true, fps=17.52022.11 | 76.5 | — | — | — | |
| MAT2020.12 | 76.1 | — | — | — | |
| MATNetResolution=473x473, OF (Optical Flow)=true, PP=true, fps=202022.09 | 76.1 | — | — | — | |
| MATNetResolution=473x473, Optical Flow=true, Post-processing=true, fps=20.02022.11 | 76.1 | — | — | — | |
| COSNetInput modality=Appearance only2020.01 | 75.6 | — | — | — | |
| COS2020.12 | 75.6 | — | — | — | |
| COSNetResolution=473x473, OF (Optical Flow)=false, PP=false2022.09 | 75.6 | — | — | — | |
| COSNetResolution=473x473, Post-processing=true2022.11 | 75.6 | — | — | — | |
| PDB2020.01 | 74 | — | — | — | |
| PDB2020.12 | 74 | — | — | — | |
| PDBResolution=473x473, OF (Optical Flow)=false, PP=true, fps=202022.09 | 74 | — | — | — | |
| PDBResolution=473x473, Optical Flow=false, Post-processing=true, fps=20.02022.11 | 74 | — | — | — | |
| OBN2020.01 | 73.9 | — | — | — | |
| OBN2020.12 | 73.9 | — | — | — | |
| IET2020.01 | 71.9 | — | — | — | |
| IET2020.12 | 71.9 | — | — | — | |
| FSEG2020.01 | 68.4 | — | — | — | |
| FSEG2020.12 | 68.4 | — | — | — | |
| MSTP2020.01 | 60.8 | — | — | — | |
| MSTP2020.12 | 60.8 | — | — | — | |
| ARP2020.01 | 59.8 | — | — | — | |
| APR2020.12 | 59.8 | — | — | — | |
| SFL2020.01 | 56 | — | — | — | |
| SFL2020.12 | 56 | — | — | — | |
| FST2020.01 | 55.5 | — | — | — | |
| FST2020.12 | 55.5 | — | — | — | |
| NLC2020.01 | 44.5 | — | — | — | |
| NLC2020.12 | 44.5 | — | — | — | |
| AD-Net (multiple scales)mode=Unsupervised, multiple scales=true2019.10 | — | — | — | 81.2 | |
| ConvGRUModel=Visual memory-based approach2017.04 | — | 92.1 | 67.4 | 77.8 | |
| CUT2017.04 | — | 83.1 | 71.5 | 76.8 | |
| CVOS2017.04 | — | 83.4 | 67.9 | 74.9 | |
| FST2017.04 | — | 76.3 | 63.3 | 69.2 | |
| FSTmode=Unsupervised, optical flow=true2019.10 | — | — | — | 69.2 | |
| KEY2017.04 | — | 62.3 | 56 | 59 | |
| LMPmode=Unsupervised2019.10 | — | — | — | 77.5 | |
| LVOmode=Unsupervised, optical flow=true2019.10 | — | — | — | 77.8 | |
| MotAdaptmode=Unsupervised, optical flow=true2019.10 | — | — | — | 79 | |
| MP-Net-FMode=Frame-based2017.04 | — | 84 | 49.4 | 62.2 | |
| MP-Net-VMode=Video-based2017.04 | — | 81.4 | 73.9 | 77.5 | |
| PDBmode=Unsupervised2019.10 | — | — | — | 81.5 |