SOTAVerified

Natural Language Queries

Papers

Showing 151175 of 337 papers

TitleStatusHype
Using off-the-shelf LLMs to query enterprise data by progressively revealing ontologies0
Enhancing SPARQL Generation by Triplet-order-sensitive Pre-trainingCode0
The Wallpaper is Ugly: Indoor Localization using Vision and Language0
Enhancing LLM Fine-tuning for Text-to-SQLs by SQL Quality Measurement0
From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems0
Enhancing Structured-Data Retrieval with GraphRAG: Soccer Data Case Study0
DataGpt-SQL-7B: An Open-Source Language Model for Text-to-SQLCode0
Modern Hopfield Networks meet Encoded Neural Representations -- Addressing Practical Considerations0
Natural Language Query Engine for Relational Databases using Generative AI0
Knowing When to Ask -- Bridging Large Language Models and Data0
Combining LLMs and Knowledge Graphs to Reduce Hallucinations in Question Answering0
Robust Text-to-Cypher Using Combination of BERT, GraphSAGE, and Transformer (CoBGT) Model0
BEAVER: An Enterprise Benchmark for Text-to-SQL0
The Design of an LLM-powered Unstructured Analytics System0
SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging0
Leveraging Chemistry Foundation Models to Facilitate Structure Focused Retrieval Augmented Generation in Multi-Agent Workflows for Catalyst and Materials Design0
The Death of Schema Linking? Text-to-SQL in the Age of Well-Reasoned Language Models0
DataVisT5: A Pre-trained Language Model for Jointly Understanding Text and Data VisualizationCode0
SynopGround: A Large-Scale Dataset for Multi-Paragraph Video Grounding from TV Dramas and Synopses0
Examining the Influence of Political Bias on Large Language Model Performance in Stance Classification0
Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models0
A Survey on Employing Large Language Models for Text-to-SQL Tasks0
SQLfuse: Enhancing Text-to-SQL Performance through Comprehensive LLM Synergy0
HDLCopilot: Natural Language Exploration of Hardware Designs and Libraries0
Temporally Grounding Instructional Diagrams in Unconstrained Videos0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1EgoVideoR@1 Mean(0.3 and 0.5)23.68Unverified
2DeCafNet-100%R@1 Mean(0.3 and 0.5)18.86Unverified
3DeCafNet-50%R@1 Mean(0.3 and 0.5)17.93Unverified
4RGNetR@1 Mean(0.3 and 0.5)16.55Unverified
5DeCafNet-50% (no NaQ)R@1 Mean(0.3 and 0.5)15.32Unverified
6InternVideoR@1 Mean(0.3 and 0.5)13.26Unverified
7EgoVLPv2R@1 IoU=0.312.95Unverified
8UniMD+Sync.R@1 Mean(0.3 and 0.5)12.11Unverified
9ReLER@ZJU-AlibabaR@1 Mean(0.3 and 0.5)10.52Unverified
10EgoVLPR@1 Mean(0.3 and 0.5)8.35Unverified