Video Object Segmentation with Language Referring Expressions

Benchmark Model Rank Results
referring-expression-segmentation-on-davis-2017-valKhoreva et al.–J&F 1st frame: 39.3J&F Full video: 37.1
video-object-segmentation-on-davis-2016VOSwL (Language)–mIoU: 82.8
video-object-segmentation-on-davis-2016VOSwL (Mask+Language)–mIoU: 84.5
video-object-segmentation-on-davis-2017VOSwL (Mask+Language)–mIoU: 59J&F: 62.2
visual-object-tracking-on-davis-2016VOSwL–J&F: 83.65Jaccard (Mean): 83.1Jaccard (Recall): 95.7…
visual-object-tracking-on-davis-2017VOSwL–Jaccard (Recall): 66.1Jaccard (Decay): 22.4F-measure (Mean): 63.5…
visual-object-tracking-on-davis-2017VOSwL (Language)–J&F: 60.8Jaccard (Mean): 58.0