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 5576–5600 of 14297 papers

TitleStatusHype
Generating Adaptive and Robust Filter Sets Using an Unsupervised Learning Framework—0
FashionSearchNet-v2: Learning Attribute Representations with Localization for Image Retrieval with Attribute Manipulation—0
Generating Binary Tags for Fast Medical Image Retrieval Based on Convolutional Nets and Radon Transform—0
Generating Biographies on Wikipedia: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies—0
Generating clickbait spoilers with an ensemble of large language models—0
Generating Code with the Help of Retrieved Template Functions and Stack Overflow Answers—0
Generating Compositional Color Representations from Text—0
A Simple Contrastive Framework Of Item Tokenization For Generative Recommendation—0
Generating Followup Questions for Interpretable Multi-hop Question Answering—0
Generating Full Length Wikipedia Biographies: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies—0
Generating Holistic 3D Scene Abstractions for Text-based Image Retrieval—0
Content-Based Image Retrieval Based on Late Fusion of Binary and Local Descriptors—0
Fashion Retrieval via Graph Reasoning Networks on a Similarity Pyramid—0
Generating Media Background Checks for Automated Source Critical Reasoning—0
Content Based Image Retrieval (CBIR) in Remote Clinical Diagnosis and Healthcare—0
Generating Scenes with Latent Object Models—0
Content-Based Image Retrieval for Multi-Class Volumetric Radiology Images: A Benchmark Study—0
Generating Semantically Precise Scene Graphs from Textual Descriptions for Improved Image Retrieval—0
Content Based Image Retrieval from AWiFS Images Repository of IRS Resourcesat-2 Satellite Based on Water Bodies and Burnt Areas—0
Fashion-RAG: Multimodal Fashion Image Editing via Retrieval-Augmented Generation—0
Talk the Walk: Synthetic Data Generation for Conversational Music Recommendation—0
COfEE: A Comprehensive Ontology for Event Extraction from text—0
Generating Weather Forecast Texts with Case Based Reasoning—0
FashionNTM: Multi-turn Fashion Image Retrieval via Cascaded Memory—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
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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