ML Research Wiki / Benchmarks / SQL-to-Text / WikiSQL

WikiSQL

SQL-to-Text Benchmark

Performance Over Time

📊 Showing 2 results | 📏 Metric: BLEU-4

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Model	Paper	BLEU-4	Date	Actions
Graph2Seq-PGE	Graph2Seq: Graph to Sequence Learning with Attent…	38.97	2018-04-03
GGS-NN	Gated Graph Sequence Neural Networks	35.53	2015-11-17

Rank	Model	Paper	BLEU-4	Date	Code
1	Graph2Seq-PGE	Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks	38.97	2018-04-03	📦 IBM/Graph2Seq 📦 Attn-to-FC/Attn-to-FC 📦 dice-group/NABU 📦 ReleasedBrainiac/GraphToSequenceNN
2	GGS-NN	Gated Graph Sequence Neural Networks	35.53	2015-11-17	📦 dmlc/dgl 📦 Microsoft/gated-graph-neural-network-samples 📦 chingyaoc/ggnn.pytorch

2018

Graph2Seq-PGE

IBM/Graph2Seq Attn-to-FC/Attn-to-FC

2015

GGS-NN

dmlc/dgl Microsoft/gated-graph-neural-network-samples