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Benchmarks
Open-vocabulary semantic segmentation on Pascal Context 459
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27.5
mIoU
FG-CLIP 2
16.164
19.107
22.05
24.993
Oct 13, 2025
mIoU
Updated 8d ago
Evaluation Results
Method
Method
Links
mIoU
FG-CLIP 2
Backbone=ViT-So/16
2025.10
27.5
FG-CLIP 2
Backbone=ViT-L/16
2025.10
26.6
SigLIP 2
Backbone=ViT-L/16
2025.10
24.1
FG-CLIP 2
Backbone=ViT-B/16
2025.10
24
FG-CLIP
Backbone=ViT-L/14
2025.10
23.3
UMG-CLIP
Backbone=ViT-L/14
2025.10
23.2
UMG-CLIP
Backbone=ViT-B/16
2025.10
21.1
CLIP
Backbone=ViT-L/14
2025.10
20.4
FG-CLIP
Backbone=ViT-B/16
2025.10
19.1
SigLIP 2
Backbone=ViT-B/16
2025.10
17
CLIP
Backbone=ViT-B/16
2025.10
16.6
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