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 3251–3275 of 14297 papers

TitleStatusHype
Balanced Gradient Sample Retrieval for Enhanced Knowledge Retention in Proxy-based Continual Learning—0
A Deep Investigation of Deep IR Models—0
Deep learning based mood tagging for Chinese song lyrics—0
DINOBot: Robot Manipulation via Retrieval and Alignment with Vision Foundation Models—0
An Automatic Image Content Retrieval Method for better Mobile Device Display User Experiences—0
Bailicai: A Domain-Optimized Retrieval-Augmented Generation Framework for Medical Applications—0
Retrieval-Augmented Generation as Noisy In-Context Learning: A Unified Theory and Risk Bounds—0
Bag-of-Words Forced Decoding for Cross-Lingual Information Retrieval—0
A deep image retrieval network using Max-m-Min pooling and morphological feature generating residual blocks—0
Dimension Projection among Languages based on Pseudo-relevant Documents for Query Translation—0
Bag-of-Words Baselines for Semantic Code Search—0
Bag-of-Visual-Words for Signature-Based Multi-Script Document Retrieval—0
A natural language interface to a graph-based bibliographic information retrieval system—0
Bag of Genres for Video Retrieval—0
Bag-of-Features Image Indexing and Classification in Microsoft SQL Server Relational Database—0
An Attention-Based Deep Net for Learning to Rank—0
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation—0
Discovering Latent Concepts and Exploiting Ontological Features for Semantic Text Search—0
Bag of Attributes for Video Event Retrieval—0
BagFormer: Better Cross-Modal Retrieval via bag-wise interaction—0
An Attentional Neural Conversation Model with Improved Specificity—0
BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models—0
Anatomy-Aware Conditional Image-Text Retrieval—0
A Deep Cascade Model for Multi-Document Reading Comprehension—0
BADAM: A Public Dataset for Baseline Detection in Arabic-script Manuscripts—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