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Models/RASAT+PICARD

RASAT+PICARD

Reported on 11 benchmarks across 3 tasks · 1 paper · 9 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing9 results

Semantic Parsingonspider
Accuracy· 2022-05-14
75.5
best: 84.1 (RESDSQL-3B + NatSQL)
SOTA
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL arXiv:2205.06983
Semantic ParsingonSParC
interaction match accuracy· 2022-05-14
45.2
SOTA
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL arXiv:2205.06983
Semantic ParsingonSParC
question match accuracy· 2022-05-14
67.7
SOTA
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL arXiv:2205.06983
Semantic ParsingonSPIDER
Execution Accuracy (in Dev)· 2022-05-14
80.5
SOTA
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL arXiv:2205.06983
Text-To-SQLonSParC
interaction match accuracy· 2022-05-14
45.2
SOTA
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL arXiv:2205.06983
Text-To-SQLonSParC
question match accuracy· 2022-05-14
67.7
SOTA
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL arXiv:2205.06983
Text-To-SQLonSPIDER
Execution Accuracy (in Dev)· 2022-05-14
80.5
SOTA
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL arXiv:2205.06983
Semantic ParsingonSPIDER
Exact Match Accuracy (in Dev)· 2022-05-14
75.3
best: 75.5 (T5-3B+PICARD)
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL arXiv:2205.06983
Text-To-SQLonSPIDER
Exact Match Accuracy (in Dev)· 2022-05-14
75.3
best: 75.5 (T5-3B+PICARD)
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL arXiv:2205.06983

Speech2 results

DialogueonCoSQL
interaction match accuracy· 2022-05-14
26.5
SOTA
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL arXiv:2205.06983
DialogueonCoSQL
question match accuracy· 2022-05-14
55.7
SOTA
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL arXiv:2205.06983