Video Object Segmentation on FBMS
91.9J-ScoreGMOS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GMOSSetting=Foreground-Background2026.05 | 91.9 | 93 | |
| GMOS-SSetting=Foreground-Background2026.05 | 83 | 84.9 | |
| FlowSAMSetting=Foreground-Background2026.05 | 82.8 | 80.9 | |
| ABRSetting=Foreground-Background2026.05 | 81.9 | 79.6 | |
| SegAnyMoSetting=Foreground-Background2026.05 | 78.3 | 82.8 | |
| ALBA2020.05 | 77.6 | 84.4 | |
| MAT2020.05 | 76.1 | — | |
| RCRNet+NERlearning_mode=semi-supervised, training_labels=approximately 20% ground truth2019.08 | 75.9 | — | |
| PDB2020.05 | 74 | 84.9 | |
| MBN2020.05 | 73.9 | 83.2 | |
| DyStaB*Training Source=video dataset2022.04 | 73.2 | — | |
| GeoMotionSetting=Foreground-Background2026.05 | 72.5 | 78.5 | |
| PDBunsupervised=true2019.08 | 72.3 | — | |
| IET2020.05 | 71.9 | 82.8 | |
| Deformable SpritesTraining Source=input video only2022.04 | 71.8 | — | |
| OCLR-TTASetting=Foreground-Background2026.05 | 69.9 | 68.3 | |
| FSEGunsupervised=true2019.08 | 68.4 | — | |
| LVOunsupervised=true2019.08 | 65.1 | — | |
| CISTraining Source=input video only2022.04 | 63.5 | — | |
| ELMTraining Source=input video only2022.04 | 61.6 | — | |
| ARPTraining Source=input video only2022.04 | 59.8 | — | |
| MGTraining Source=input video only2022.04 | 53.1 | — | |
| FSTunsupervised=true2019.08 | 47.7 | — | |
| LMPunsupervised=true2019.08 | 35.7 | — | |
| SFLunsupervised=true2019.08 | 35.7 | — |