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 8751–8775 of 14297 papers

TitleStatusHype
Application of NotebookLM, a Large Language Model with Retrieval-Augmented Generation, for Lung Cancer Staging—0
Multimodal Entity Tagging with Multimodal Knowledge Base—0
Multimodal Dialogue Response Generation—0
Efficient phase retrieval based on dark fringe recognition with an ability of bypassing invalid fringes—0
Multimodal Search on Iconclass using Vision-Language Pre-Trained Models—0
Multi-modal Self-Supervision from Generalized Data Transformations—0
Efficient refinement of GPS-based localization in urban areas using visual information and sensor parameter—0
Efficient Length-Generalizable Attention via Causal Retrieval for Long-Context Language Modeling—0
Multi-Modal Cross-Domain Alignment Network for Video Moment Retrieval—0
Multimodal sparse representation learning and applications—0
Efficient Long Context Language Model Retrieval with Compression—0
Can't Hide Behind the API: Stealing Black-Box Commercial Embedding Models—0
Efficient learning of neighbor representations for boundary trees and forests—0
Multimodal Contrastive Training for Visual Representation Learning—0
Can Structured Data Reduce Epistemic Uncertainty?—0
Multi-Module System for Open Domain Chinese Question Answering over Knowledge Base—0
Multimodal Contextualized Support for Enhancing Video Retrieval System—0
Efficient Learning for Undirected Topic Models—0
Efficient Retrieval of Logos Using Rough Set Reducts—0
Multi-OphthaLingua: A Multilingual Benchmark for Assessing and Debiasing LLM Ophthalmological QA in LMICs—0
A Flexible Online Framework for Projection-Based STFT Phase Retrieval—0
Efficient Retrieval Optimized Multi-task Learning—0
Efficient Learning Content Retrieval with Knowledge Injection—0
Multi-Perspective Semantic Information Retrieval—0
Multimodal Approach for Video Surveillance Indexing and Retrieval—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