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Benchmarks
Text-to-SQL on BIRD Computer Students
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48.3
Execution Accuracy
Lens 32B
45.7
46.375
47.05
47.725
Nov 6, 2025
Execution Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Execution Accuracy
Lens 32B
variant=debiased
2025.11
48.3
PAD
2025.11
48.3
Mauve
2025.11
48.3
MDM
2025.11
48.2
MMD²
2025.11
47.4
Lens 7B
variant=debiased
2025.11
46.6
Lens 7B
variant=biased
2025.11
46.4
Lens 32B
variant=biased
2025.11
46.3
Test mean
2025.11
45.8
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