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Benchmarks
Visual Grounding on RefExp
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32.5
Precision@1
VLM2GeoVec
3.224
10.8245
18.425
26.0255
Dec 12, 2025
Precision@1
Accuracy
Updated 2d ago
Evaluation Results
Method
Method
Links
Precision@1
Accuracy
VLM2GeoVec
Evaluation Protocol=In...
2025.12
32.5
-
CLIP
2025.12
13.15
-
SkyCLIP
2025.12
11.85
-
GeoRSCLIP
2025.12
8.25
-
VLM2Vec
2025.12
6.65
-
RemoteCLIP
2025.12
4.35
-
VUT
Input type=Pipelined,...
2022.10
-
94.8
PLC
Input type=Pipelined
2022.10
-
97
UI Bert
Input type=Pipelined,...
2022.10
-
90.8
Pix2Struct-Base
Input type=Pixel-only,...
2022.10
-
92.2
Pix2Struct-Large
Input type=Pixel-only,...
2022.10
-
94.2
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