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Papers Benchmarks Datasets Tasks

NL-to-Scala research benchmarks · SOTA2 Research

NL-to-Scala

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Table-Specialist

40.7Execution Accuracy

6

Mar 25, 2026

Table-Specialist

50.4Execution Accuracy

6

Mar 25, 2026

Table-Specialist

37.3Execution Accuracy

6

Mar 25, 2026

Table-Specialist

47.6Execution Accuracy

6

Mar 25, 2026

Combined NL-to-Scala (WikiSQL, WikiTQ, Text2Analysis, Spider, BIRD)

Table-Specialist

49.1Quality Score

3

Mar 25, 2026

Popular datasets

BIRD Spider WikiTQ Text2Analysis Combined NL-to-Scala

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