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Benchmarks
Text-to-SQL on Spider ADVETA-ADD
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50.6
Exact Match (EM)
CTA
34.688
38.819
42.95
47.081
Dec 20, 2022
Exact Match (EM)
Absolute Performance Drop
Updated 4d ago
Evaluation Results
Method
Method
Links
Exact Match (EM)
Absolute Performance Drop
CTA
Augmentation=CTA
2022.12
50.6
-
CTA
Augmentation=CTA, MNLI...
2022.12
47.8
-
Word2Vec
Augmentation=W2V
2022.12
43.3
-
BERT-Attack
Augmentation=BA
2022.12
43.1
-
CTA
Augmentation=CTA, Retr...
2022.12
43
-
TextFooler
Augmentation=TF
2022.12
42.2
-
ETA
2022.12
39.9
30.9
Original (No Defense)
Defense=None
2022.12
39.9
-
DuoRAT
2022.12
36.4
33.5
Multi-Annotation Selection
Defense=MAS
2022.12
35.3
-
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