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Benchmarks
Open Vocabulary Semantic Segmentation on PASCAL Context 59
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36.5
mIoU
INSIGHT_thres
15.18
20.715
26.25
31.785
Jan 20, 2026
Feb 8, 2026
Feb 28, 2026
Mar 20, 2026
Apr 9, 2026
Apr 29, 2026
May 19, 2026
mIoU
Updated 14d ago
Evaluation Results
Method
Method
Links
mIoU
INSIGHT_thres
Paradigm=Use Frozen CL...
2026.01
36.5
CLIP-DINOiser
Paradigm=Use Frozen CL...
2026.01
36
SigLIPv2 + UniRefiner
ViT=So/16, Background...
2026.05
34.3
OVDiff
Paradigm=Build prototy...
2026.01
33.7
INSIGHT
Paradigm=Use Frozen CL...
2026.01
32.9
TCL
Paradigm=Text/image al...
2026.01
30.3
EVA-CLIP + UniRefiner
ViT=8B/14, Background...
2026.05
29.8
CLIP + UniRefiner
ViT=G/14, Background c...
2026.05
28.1
MaskCLIP
Paradigm=Use Frozen CL...
2026.01
27.4
MaskCLIP
Paradigm=Use Frozen CL...
2026.01
25.6
CLIP
ViT=G/14, Background c...
2026.05
25.1
SigLIPv2
ViT=So/16, Background...
2026.05
24.2
GroupViT
Paradigm=Text/image al...
2026.01
23.4
ReCo
Paradigm=Build prototy...
2026.01
22.3
CLIP-DIY
Paradigm=Use Frozen CL...
2026.01
19.8
EVA-CLIP
ViT=8B/14, Background...
2026.05
16
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