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 12751–12800 of 14297 papers

TitleStatusHype
Differentiable Resolution Compression and Alignment for Efficient Video Classification and RetrievalCode0
Differentiable Outlier Detection Enable Robust Deep Multimodal AnalysisCode0
MIRB: Mathematical Information Retrieval BenchmarkCode0
Dialogue-to-Video RetrievalCode0
CommunityKG-RAG: Leveraging Community Structures in Knowledge Graphs for Advanced Retrieval-Augmented Generation in Fact-CheckingCode0
MIReAD: Simple Method for Learning High-quality Representations from Scientific DocumentsCode0
GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language ModelsCode0
Dialogue Benchmark Generation from Knowledge Graphs with Cost-Effective Retrieval-Augmented LLMsCode0
An In-depth Analysis of Passage-Level Label Transfer for Contextual Document RankingCode0
Communication breakdown: On the low mutual intelligibility between human and neural captioningCode0
Contextual Knowledge Pursuit for Faithful Visual SynthesisCode0
An F-shape Click Model for Information Retrieval on Multi-block Mobile PagesCode0
Committed Private Information RetrievalCode0
Dialog-based Interactive Image RetrievalCode0
GPU-FV: Realtime Fisher Vector and Its Applications in Video MonitoringCode0
Diagnosing BERT with Retrieval HeuristicsCode0
Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context LearningCode0
Local Features and Visual Words Emerge in ActivationsCode0
Local Features and Visual Words Emerge in ActivationsCode0
GRADA: Graph-based Reranker against Adversarial Documents AttackCode0
You Only Use Reactive Attention Slice For Long Context RetrievalCode0
Adding Cues to Binary Feature Descriptors for Visual Place RecognitionCode0
Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-SupervisionCode0
Developing Visual Augmented Q&A System using Scalable Vision Embedding Retrieval & Late Interaction Re-rankerCode0
Gradient-based Maximally Interfered Retrieval for Domain Incremental 3D Object DetectionCode0
MuseChat: A Conversational Music Recommendation System for VideosCode0
Multilingual Vision-Language Pre-training for the Remote Sensing DomainCode0
Multimedia Generative Script Learning for Task PlanningCode0
Misspecified Phase Retrieval with Generative PriorsCode0
Developing and Refining a Multifunctional Facial Recognition System for Older Adults with Cognitive Impairments: A Journey Towards Enhanced Quality of LifeCode0
Detrimental Contexts in Open-Domain Question AnsweringCode0
Gram Barcodes for Histopathology Tissue Texture RetrievalCode0
Mistral-SPLADE: LLMs for better Learned Sparse RetrievalCode0
GRAMMAR: Grounded and Modular Methodology for Assessment of Closed-Domain Retrieval-Augmented Language ModelCode0
A Hybrid Retrieval-Generation Neural Conversation ModelCode0
Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic MusicCode0
KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue GenerationCode0
Localizing Moments in Video with Temporal LanguageCode0
Combining Static and Contextualised Multilingual EmbeddingsCode0
Combining Query Performance Predictors: A Reproducibility StudyCode0
AUEB at BioASQ 6: Document and Snippet RetrievalCode0
Mitigating Entity-Level Hallucination in Large Language ModelsCode0
Graph-based Hierarchical Relevance Matching Signals for Ad-hoc RetrievalCode0
KnowZRel: Common Sense Knowledge-based Zero-Shot Relationship Retrieval for Generalised Scene Graph GenerationCode0
Combining Fact Extraction and Verification with Neural Semantic Matching NetworksCode0
Mitigating False-Negative Contexts in Multi-document Question Answering with Retrieval MarginalizationCode0
Combining a Context Aware Neural Network with a Denoising Autoencoder for Measuring String SimilaritiesCode0
A Hybrid Approach to Information Retrieval and Answer Generation for Regulatory TextsCode0
K-PERM: Personalized Response Generation Using Dynamic Knowledge Retrieval and Persona-Adaptive QueriesCode0
Combating Ambiguity for Hash-code Learning in Medical Instance RetrievalCode0
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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