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 5626–5650 of 14297 papers

TitleStatusHype
Generative Product Recommendations for Implicit Superlative Queries—0
Generative Query Reformulation for Effective Adhoc Search—0
Generative Query Reformulation Using Ensemble Prompting, Document Fusion, and Relevance Feedback—0
Content Placement in Networks of Similarity Caches—0
A Simple Architecture for Enterprise Large Language Model Applications based on Role based security and Clearance Levels using Retrieval-Augmented Generation or Mixture of Experts—0
AIPatient: Simulating Patients with EHRs and LLM Powered Agentic Workflow—0
Generative Relevance Feedback with Large Language Models—0
Hotel Recognition via Latent Image Embedding—0
Fashion Meets Computer Vision: A Survey—0
Generative Retrieval as Dense Retrieval—0
Co-Embedding: Discovering Communities on Bipartite Graphs through Projection—0
Generative retrieval-augmented ontologic graph and multi-agent strategies for interpretive large language model-based materials design—0
Generative Retrieval for Book search—0
A Simple and Plug-and-play Method for Unsupervised Sentence Representation Enhancement—0
Generative Retrieval Meets Multi-Graded Relevance—0
Generative Retrieval with Preference Optimization for E-commerce Search—0
Fashion Image-to-Image Translation for Complementary Item Retrieval—0
Generative Semantic Communication: Architectures, Technologies, and Applications—0
Generative Semantic Hashing Enhanced via Boltzmann Machines—0
Fashion Image Retrieval with Multi-Granular Alignment—0
Coding local and global binary visual features extracted from video sequences—0
Generative Transformers for Design Concept Generation—0
Generative Video Diffusion for Unseen Cross-Domain Video Moment Retrieval—0
AAformer: Auto-Aligned Transformer for Person Re-Identification—0
Fashion Focus: Multi-modal Retrieval System for Video Commodity Localization in E-commerce—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