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Benchmarks
Video Semantic Segmentation on OVIS
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18.6
mAP
CLIP-VIS
1.024
5.587
10.15
14.713
Jan 22, 2026
mAP
mIoU
Updated 3d ago
Evaluation Results
Method
Method
Links
mAP
mIoU
CLIP-VIS
Training=supervised
2026.01
18.6
60.09
PyraTok
Training=zero-shot
2026.01
8.9
49.44
UVIS
Training=unsupervised
2026.01
3.5
36.71
VideoVae+
Training=zero-shot
2026.01
2.8
29.91
OmniTokenizer
Training=zero-shot
2026.01
2.8
33.27
LARP
Training=zero-shot
2026.01
1.7
28.45
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