SOTAVerified

Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

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Showing 7701–7725 of 14297 papers

TitleStatusHype
Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability—0
Leveraging Implicit Spatial Information in Global Features for Image Retrieval—0
LRSE: A Lightweight Efficient Searchable Encryption Scheme using Local and Global Representations—0
Leveraging Knowledge in Multilingual Commonsense Reasoning—0
LSC-ADL: An Activity of Daily Living (ADL)-Annotated Lifelog Dataset Generated via Semi-Automatic Clustering—0
Evaluating the Retrieval Component in LLM-Based Question Answering Systems—0
Leveraging Large Language Models for Medical Information Extraction and Query Generation—0
Binary Paragraph Vectors—0
Leveraging Large Vision-Language Model as User Intent-aware Encoder for Composed Image Retrieval—0
Leveraging Lecture Content for Improved Feedback: Explorations with GPT-4 and Retrieval Augmented Generation—0
CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction—0
Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation—0
Leveraging LLM for Automated Ontology Extraction and Knowledge Graph Generation—0
Enabling and Analyzing How to Efficiently Extract Information from Hybrid Long Documents with LLMs—0
Leveraging LLMs for Multimodal Retrieval-Augmented Radiology Report Generation via Key Phrase Extraction—0
Evaluating the reliability of acoustic speech embeddings—0
Leveraging LLMs for Utility-Focused Annotation: Reducing Manual Effort for Retrieval and RAG—0
Leveraging Local and Global Descriptors in Parallel to Search Correspondences for Visual Localization—0
3PointTM: Faster Measurement of High-Dimensional Transmission Matrices—0
Leveraging Memory Retrieval to Enhance LLM-based Generative Recommendation—0
LSTM-Based Predictions for Proactive Information Retrieval—0
Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence Embedding—0
Luna: An Evaluation Foundation Model to Catch Language Model Hallucinations with High Accuracy and Low Cost—0
Leveraging Query Resolution and Reading Comprehension for Conversational Passage Retrieval—0
LyricJam Sonic: A Generative System for Real-Time Composition and Musical Improvisation—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified