SOTAVerified

Natural Language Queries

Papers

Showing 125 of 337 papers

TitleStatusHype
A Survey of Text-to-SQL in the Era of LLMs: Where are we, and where are we going?Code5
OpenAGI: When LLM Meets Domain ExpertsCode4
Separate Anything You DescribeCode3
DualMap: Online Open-Vocabulary Semantic Mapping for Natural Language Navigation in Dynamic Changing ScenesCode2
FortisAVQA and MAVEN: a Benchmark Dataset and Debiasing Framework for Robust Multimodal ReasoningCode2
Datrics Text2SQL. A Framework for Natural Language to SQL Query GenerationCode2
SQL-o1: A Self-Reward Heuristic Dynamic Search Method for Text-to-SQLCode2
E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQLCode2
Fact Finder -- Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge GraphsCode2
EgoVideo: Exploring Egocentric Foundation Model and Downstream AdaptationCode2
Query2CAD: Generating CAD models using natural language queriesCode2
UniMD: Towards Unifying Moment Retrieval and Temporal Action DetectionCode2
TR-DETR: Task-Reciprocal Transformer for Joint Moment Retrieval and Highlight DetectionCode2
Feature 3DGS: Supercharging 3D Gaussian Splatting to Enable Distilled Feature FieldsCode2
LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an AgentCode2
Query-Dependent Video Representation for Moment Retrieval and Highlight DetectionCode2
Egocentric Video-Language PretrainingCode2
UMT: Unified Multi-modal Transformers for Joint Video Moment Retrieval and Highlight DetectionCode2
TableQuery: Querying tabular data with natural languageCode2
SEED: Enhancing Text-to-SQL Performance and Practical Usability Through Automatic Evidence GenerationCode1
OSGNet @ Ego4D Episodic Memory Challenge 2025Code1
RefAV: Towards Planning-Centric Scenario MiningCode1
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long VideosCode1
Zero-Shot Cross-Domain Code Search without Fine-TuningCode1
TransitGPT: A Generative AI-based framework for interacting with GTFS data using Large Language ModelsCode1
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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