ML Research Wiki / Benchmarks / Semantic Parsing / SQA

SQA

Semantic Parsing Benchmark

Performance Over Time

📊 Showing 2 results | 📏 Metric: Denotation Accuracy

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Model	Paper	Denotation Accuracy	Date	Actions
TAPEX-Large	TAPEX: Table Pre-training via Learning a Neural S…	74.50	2021-07-16
TAPAS-Large	TAPAS: Weakly Supervised Table Parsing via Pre-tr…	67.20	2020-04-05

Rank	Model	Paper	Denotation Accuracy	Date	Code
1	TAPEX-Large	TAPEX: Table Pre-training via Learning a Neural SQL Executor	74.50	2021-07-16	📦 microsoft/Table-Pretraining 📦 sohanpatnaik106/cabinet_qa 📦 MindCode-4/code-5 📦 pwc-1/Paper-9
2	TAPAS-Large	TAPAS: Weakly Supervised Table Parsing via Pre-training	67.20	2020-04-05	📦 huggingface/transformers 📦 google-research/tapas 📦 kamalkraj/TAPAS-TF2

2021

TAPEX-Large

microsoft/Table-Pretraining sohanpatnaik106/cabinet_qa

2020

TAPAS-Large

huggingface/transformers google-research/tapas