SOTAVerified

Natural Language Queries

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–125 of 337 papers

TitleStatusHype
RoundTable: Leveraging Dynamic Schema and Contextual Autocomplete for Enhanced Query Precision in Tabular Question AnsweringCode1
Leveraging Chemistry Foundation Models to Facilitate Structure Focused Retrieval Augmented Generation in Multi-Agent Workflows for Catalyst and Materials Design—0
MUSE: Mamba is Efficient Multi-scale Learner for Text-video RetrievalCode1
The Death of Schema Linking? Text-to-SQL in the Age of Well-Reasoned Language Models—0
DataVisT5: A Pre-trained Language Model for Jointly Understanding Text and Data VisualizationCode0
A Survey of Text-to-SQL in the Era of LLMs: Where are we, and where are we going?Code5
Fact Finder -- Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge GraphsCode2
SynopGround: A Large-Scale Dataset for Multi-Paragraph Video Grounding from TV Dramas and Synopses—0
Examining the Influence of Political Bias on Large Language Model Performance in Stance Classification—0
Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models—0
A Survey on Employing Large Language Models for Text-to-SQL Tasks—0
SQLfuse: Enhancing Text-to-SQL Performance through Comprehensive LLM Synergy—0
HDLCopilot: Natural Language Exploration of Hardware Designs and Libraries—0
Temporally Grounding Instructional Diagrams in Unconstrained Videos—0
H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on TablesCode1
EgoVideo: Exploring Egocentric Foundation Model and Downstream AdaptationCode2
ACE: A Generative Cross-Modal Retrieval Framework with Coarse-To-Fine Semantic Modeling—0
ObjectNLQ @ Ego4D Episodic Memory Challenge 2024Code0
V-RECS, a Low-Cost LLM4VIS Recommender with Explanations, Captioning and SuggestionsCode0
Automating Pharmacovigilance Evidence Generation: Using Large Language Models to Produce Context-Aware SQL—0
Localizing Events in Videos with Multimodal Queries—0
RH-SQL: Refined Schema and Hardness Prompt for Text-to-SQL—0
Research Trends for the Interplay between Large Language Models and Knowledge Graphs—0
BookSQL: A Large Scale Text-to-SQL Dataset for Accounting DomainCode1
SoccerRAG: Multimodal Soccer Information Retrieval via Natural QueriesCode0
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Benchmark Results

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