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YouTube-VOS

Benchmarks

Task NameDataset NameSOTA ResultTrend
Video Object SegmentationYouTube-VOS 2018 (val)
J Score (Seen)86.1
493
Video Object SegmentationYouTube-VOS 2019 (val)
J-Score (Seen)89.3
231
Referring Video Object SegmentationRef-YouTube-VOS (val)
J&F Score71.3
200
Referring Video SegmentationRef-YouTube-VOS
J&F Score73.9
91
Referring Video Object SegmentationRef-YouTube-VOS
J&F69.2
85
Video Object SegmentationYouTube-VOS (val)
J Score (Seen)79.7
81
Video Object SegmentationYouTube-VOS 2018
Score G92.4
47
Referring Video Object SegmentationRef-Youtube-VOS v1.0 (test)
J&F Score61.3
33
Referring Video Object SegmentationRefer-Youtube-VOS
J&F Score65.7
18
Referring Video Object SegmentationRef-YouTube-VOS (test)
J&F Score68.4
18
Video InpaintingYoutube-vos
PSNR31.291
15
Video InpaintingYoutube-VOS square mask (test)
PSNR35.36
14
Video InpaintingYouTube-VOS 720P 2018 (test)
PSNR31.9534
14
Low-Light Video EnhancementYouTube-VOS (test)
PSNR25.75
12
offline video inpaintingYouTube-VOS (test)
PSNR34.23
10
Video InpaintingYouTube-VOS 2018 (test)
PSNR34.43
10
Video CompletionYouTube-VOS
Ewarp0.0875
8
Video Object SegmentationYouTube-VOS 2019 (test)
Average Score82.9
8
Video Object SegmentationYouTube-VOS official (val)
G overall66
8
One-shot Video Object SegmentationYouTube-VOS one-shot (val)
J Score (Seen)66.7
6
Video RestorationYTVI YouTube-VOS 2018 (test)
PSNR31.7
5
Mask PredictionYoutube-vos
BCE Loss1.148
5
Video Object SegmentationYouTube-VOS 1st Challenge 2018 (test)
Overall Score72.2
5
Video OutpaintingYouTube-VOS
PSNR20.89
4
Referring Video Object SegmentationYouTube-VOS 2021 (test-challenge)
J&F Score60.7
4
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