WikiSQL
Benchmarks
TaskDatasetSOTA resultTrendResults
WikiSQL
92.07Accuracy
55
WikiSQL (test)
95.1Accuracy
55
WikiSQL to Spider
3.2MAE
54
WikiSQL (test)
82.6Execution Accuracy
27
WIKISQL WEAK (test)
90.4Denotation Accuracy
20
WIKISQL WEAK (dev)
91.1Denotation Accuracy
19
WikiSQL
87.4Execution Accuracy
18
WikiSQL-E
85.6DA
17
WikiSQL (test)
88.7Accuracy
17
WikiSQL (dev)
89.5Accuracy
13
WikiSQL (dev)
84Accuracy
13
WikiSQL (test)
0.629Bits/Byte
12
WikiSQL Fully-supervised (test)
90.8Execution Accuracy
12
WikiSQL Fully-supervised (dev)
91.4Execution Accuracy
12
WikiSQL 4 (test)
74.6Execution Accuracy
11
WikiSQL 4 (dev)
75.1Execution Accuracy
11
WikiSQL
60.8Accuracy
10
WikiSQL ADVETA-ADD
79.9Exact Match (EM)
9
WikiSQL ADVETA-RPL
69.2Exact Match (EM)
9
WikiSQL original (dev)
84.3Exact Match (EM)
9
WikiSQL Weakly-supervised (test)
84.7Accuracy
9
WikiSQL Weakly-supervised (dev)
85.9Accuracy
9
WikiSQL
52Recall@1 (Base)
8
WikiSQL (val)
74Accuracy
8
WikiSQL (test)
84.5Logic Form Accuracy
8