ML Research Wiki / Benchmarks / Semantic Parsing / WebQuestionsSP

WebQuestionsSP

Semantic Parsing Benchmark

Performance Over Time

📊 Showing 4 results | 📏 Metric: Accuracy

Top Performing Models

Rank Model Paper Accuracy Date Code
1 ReaRev ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs 76.40 2022-10-24 📦 cmavro/rearev_kgqa
2 NSM+h Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals 74.30 2021-01-11 📦 RichardHGL/WSDM2021_NSM
3 CBR-KBQA Case-based Reasoning for Natural Language Queries over Knowledge Bases 70.00 2021-04-18 -
4 T5-11B (Raffel et al., 2020) Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer 56.50 2019-10-23 📦 huggingface/transformers 📦 PaddlePaddle/PaddleNLP 📦 google-research/text-to-text-transfer-transformer

All Papers (4)