MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation

Benchmark Model Rank Results
video-object-segmentation-on-davis-2016MobileVOS (val)J&F: 91.4F-Score: 92.6Jaccard (Mean): 90.3
video-object-segmentation-on-youtube-vos-2019-2MobileVOSMean Jaccard & F-Measure: 83.3Jaccard (Seen): 83.2
visual-object-tracking-on-davis-2016MobileVOSJ&F: 90.6Jaccard (Mean): 89.7F-measure (Mean): 91.6
visual-object-tracking-on-davis-2016MobileVOS (BL30K)J&F: 91.4Jaccard (Mean): 90.3F-measure (Mean): 92.6
visual-object-tracking-on-davis-2017MobileVOSJ&F: 80.2F-measure (Mean): 87.1Speed (FPS): 90.6Params(M): 8.1
visual-object-tracking-on-davis-2017MobileVOS (BL30K)J&F: 82.3F-measure (Mean): 88.9Speed (FPS): 90.6Params(M): 8.1