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WikiSQL

Benchmarks

TaskDatasetSOTA resultTrendResults

WikiSQL (dev)

85.4Logic Form Acc

8

WikiSQL 1.0 (test)

82.6Execution Accuracy

8

WikiSQL 1.0 (dev)

0.855Execution Accuracy

8

Data Compression

WikiSQL

8Adjusted bits/Byte

7

Subtable Selection

WikiSQL

89.27Precision

7

WikiSQL v1.0 (test)

86.4Denotation Accuracy

6

SQL-to-text generation

WikiSQL

38.97BLEU-4

6

Table Question Answering

ROBUT-WIKISQL Mix (test)

80.1Accuracy (Pre-perturbation)

5

Table Question Answering

ROBUT-WIKISQL Column Masking (test)

89.5Accuracy (Pre-perturbation)

5

Table Question Answering

WIKISQL ROBUT (dev)

89.5Accuracy

5

Semantic Parsing

WikiSQL

89.5Accuracy

5

Table Question Answering

WikiSQL (dev)

89.7Accuracy

3