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Language-to-Execution Grounding on LabGuard-Bench stress benchmark (Source-held-out)
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76.5
Tag F1
LabGuard-Hybrid
43.844
52.322
60.8
69.278
Jun 30, 2026
Tag F1
Prediction Score
Soft Metric Score
Catch Rate
Precision
F1 Score
Updated 25d ago
Evaluation Results
Method
Method
Links
Tag F1
Prediction Score
Soft Metric Score
Catch Rate
Precision
F1 Score
LabGuard-Hybrid
Grounding Module=LabGu...
2026.06
76.5
20.4
-
58.2
84.1
68.7
LoRA (Qwen3-8B)
Grounding Module=LoRA,...
2026.06
75.7
20.6
-
56.8
83.4
67.5
Regex
Grounding Module=Regex
2026.06
45.1
33.3
-
47.1
77.8
58.7
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