SOTAVerified

Natural Language Queries

Papers

Showing 101125 of 337 papers

TitleStatusHype
Enhancing Retrieval Systems with Inference-Time Logical Reasoning0
Enhancing LLM Fine-tuning for Text-to-SQLs by SQL Quality Measurement0
Enhancing Image Retrieval : A Comprehensive Study on Photo Search using the CLIP Mode0
Enhancing Structured-Data Retrieval with GraphRAG: Soccer Data Case Study0
CodeDSI: Differentiable Code Search0
EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing0
EICopilot: Search and Explore Enterprise Information over Large-scale Knowledge Graphs with LLM-driven Agents0
CL Scholar: The ACL Anthology Knowledge Graph Miner0
ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations0
Evaluating Cross-Domain Text-to-SQL Models and Benchmarks0
Clone-Seeker: Effective Code Clone Search Using Annotations0
A Survey of Large Language Model-Based Generative AI for Text-to-SQL: Benchmarks, Applications, Use Cases, and Challenges0
A Comparative Evaluation of Visual and Natural Language Question Answering Over Linked Data0
Fast developing of a Natural Language Interface for a Portuguese WordNet: Leveraging on Sentence Embeddings0
Improving Natural-Language-based Audio Retrieval with Transfer Learning and Audio & Text Augmentations0
FAST-Splat: Fast, Ambiguity-Free Semantics Transfer in Gaussian Splatting0
Infusing Prompts with Syntax and Semantics0
Find and Focus: Retrieve and Localize Video Events with Natural Language Queries0
FindAnything: Open-Vocabulary and Object-Centric Mapping for Robot Exploration in Any Environment0
FindIt: Generalized Localization with Natural Language Queries0
Case-based Reasoning for Natural Language Queries over Knowledge Bases0
Comprehensive Evaluation for a Large Scale Knowledge Graph Question Answering Service0
From Natural Language to Ontology Population in the Cultural Heritage Domain. A Computational Linguistics-based approach.0
From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems0
Helping Language Models Learn More: Multi-dimensional Task Prompt for Few-shot Tuning0
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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