Putting the Object Back into Video Object Segmentation

Open paper
Benchmark Model Rank Results
semi-supervised-video-object-segmentation-on-1Cutie+ (base, MEGA)#1J&F: 88.1Jaccard (Mean): 84.7F-measure (Mean): 91.4FPS: 17.9
semi-supervised-video-object-segmentation-on-1Cutie (base, MEGA)#2J&F: 86.1Jaccard (Mean): 82.4F-measure (Mean): 89.9FPS: 36.4
semi-supervised-video-object-segmentation-on-1Cutie+ (base)#3J&F: 85.9Jaccard (Mean): 82.6F-measure (Mean): 89.2FPS: 17.9
semi-supervised-video-object-segmentation-on-18Cutie+ (base, MEGA)#1Overall: 87.5Jaccard (Seen): 86.3F-Measure (Seen): 90.6…
semi-supervised-video-object-segmentation-on-21Cutie+ (base, MEGA)#2J&F: 71.7J: 67.6F: 75.8FPS: 17.9
semi-supervised-video-object-segmentation-on-21Cutie+ (small, MEGA)#3J&F: 70.3J: 66.0F: 74.5FPS: 20.6
semi-supervised-video-object-segmentation-on-21Cutie (base, MEGA)#4J&F: 69.9J: 65.8F: 74.1FPS: 36.4
semi-supervised-video-object-segmentation-on-21Cutie (small, MEGA)#5J&F: 68.6J: 64.3F: 72.9FPS: 45.5
semi-supervised-video-object-segmentation-on-21Cutie (base, with mose)#6J&F: 68.3J: 64.2F: 72.3FPS: 36.4
semi-supervised-video-object-segmentation-on-21Cutie (small, with mose)#7J&F: 67.4J: 63.1F: 71.7FPS: 45.5
semi-supervised-video-object-segmentation-on-21Cutie (base)#9J&F: 64.0J: 60.0F: 67.9FPS: 36.4
semi-supervised-video-object-segmentation-on-21Cutie (small)#10J&F: 62.2J: 58.2F: 66.2FPS: 45.5
video-object-segmentation-on-m-3-vosCutie-base#2Average IOU: 74.6
video-object-segmentation-on-youtube-vosCutie+ (base, MEGA)#1Overall: 87.5Jaccard (Seen): 86.6Jaccard (Unseen): 82.2…
visual-object-tracking-on-davis-2017Cutie+ (base)#2J&F: 90.5Jaccard (Mean): 87.5F-measure (Mean): 93.4Params(M): 17.9
visual-object-tracking-on-davis-2017Cutie+ (base, MEGA)#5J&F: 88.1Jaccard (Mean): 85.5F-measure (Mean): 90.8…
visual-object-tracking-on-davis-2017Cutie (base)#6J&F: 87.9Jaccard (Mean): 84.6F-measure (Mean): 91.1Params(M): 36.4
visual-object-tracking-on-didiCutie#6Tracking quality: 0.575

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