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Benchmarks
Video Semantic Segmentation on YouTube-VIS 2021
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44.2
mAP
CLIP-VIS
9.1728
18.2664
27.36
36.4536
Jan 22, 2026
mAP
Jaccard Index
Updated 3d ago
Evaluation Results
Method
Method
Links
mAP
Jaccard Index
CLIP-VIS
Training=supervised
2026.01
44.2
76.31
PyraTok
Training=zero-shot
2026.01
24.54
66.56
UVIS
Training=unsupervised
2026.01
17.5
63.11
VideoCutLER
Training=unsupervised
2026.01
17.1
62.23
OmniTokenizer
Training=zero-shot
2026.01
14.54
51.12
VideoVae+
Training=zero-shot
2026.01
12.33
51.21
LARP
Training=zero-shot
2026.01
10.52
49.37
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