Semi-supervised Video Object Segmentation on DAVIS 2016 (val)
90.5Input J ScoreSwiftNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SwiftNetConstant Cost=true, FPS=25.02023.06 | 90.5 | — | — | 90.4 | 90.3 | |
| STCN + TrickVOS (PT)Constant Cost=false, STCN re-training (no ASPP/BL30K)=true, FPS=45.42023.06 | 90.5 | — | — | 91.8 | 93.1 | |
| STCNConstant Cost=false, Additional training data (BL30K)=true, FPS=26.92023.06 | 90.4 | — | — | 91.7 | 93 | |
| XMemConstant Cost=false, FPS=29.62023.06 | 90.4 | — | — | 91.5 | 92.7 | |
| STCN + Trick 1+2Constant Cost=false, STCN re-training (no ASPP/BL30K)=true, FPS=62.42023.06 | 90.4 | — | — | 91.7 | 92.9 | |
| STCNConstant Cost=false, STCN re-training (no ASPP/BL30K)=true, FPS=62.42023.06 | 90.1 | — | — | 91.2 | 92.3 | |
| MiVOSConstant Cost=false, Additional training data (BL30K)=true, FPS=16.92023.06 | 89.7 | — | — | 91 | 92.4 | |
| RDE-VOSConstant Cost=true, FPS=35.02023.06 | 89.7 | — | — | 91.1 | 92.5 | |
| STMConstant Cost=false, FPS=6.302023.06 | 88.7 | — | — | 89.3 | 89.9 | |
| CFBIConstant Cost=true, FPS=5.902023.06 | 88.7 | — | — | 89.9 | 91.1 | |
| Baseline + TrickVOS (CV)Constant Cost=true, FPS=91.42023.06 | 88.7 | — | — | 89.3 | 89.8 | |
| Baseline + TrickVOS (PT)Constant Cost=true, FPS=86.42023.06 | 88.7 | — | — | 89.3 | 89.9 | |
| GCNetConstant Cost=true, FPS=25.02023.06 | 87.6 | — | — | 86.6 | 85.7 | |
| BaselineConstant Cost=true, FPS=102.12023.06 | 87.5 | — | — | 88.2 | 88.8 | |
| OnAVOS2019.07 | 86.1 | — | — | — | — | |
| OSVOS-S2019.07 | 85.6 | — | — | — | — | |
| PREMVOS2019.07 | 84.9 | — | — | — | — | |
| FAVOS2019.07 | 82.4 | — | — | — | — | |
| OSMN2019.07 | 73.9 | — | — | — | — | |
| SFSegInput Method=OnAVOS2019.07 | — | 86.3 | 65 | — | — | |
| SFSegInput Method=OSVOS-S2019.07 | — | 86 | 90 | — | — | |
| SFSegInput Method=PREMVOS2019.07 | — | 88.2 | 90 | — | — | |
| SFSegInput Method=FAVOS2019.07 | — | 83 | 95 | — | — | |
| SFSegInput Method=OSMN2019.07 | — | 75.9 | 95 | — | — |