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 3901–3950 of 14297 papers

TitleStatusHype
GeAR: Generation Augmented Retrieval—0
Sustainable Digitalization of Business with Multi-Agent RAG and LLM—0
FlippedRAG: Black-Box Opinion Manipulation Adversarial Attacks to Retrieval-Augmented Generation Models—0
LWFNet: Coherent Doppler Wind Lidar-Based Network for Wind Field Retrieval—0
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications—0
Interactive Information Need Prediction with Intent and Context—0
Can Impressions of Music be Extracted from Thumbnail Images?—0
GenTREC: The First Test Collection Generated by Large Language Models for Evaluating Information Retrieval Systems—0
Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation—0
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit—0
Quaternionic Reweighted Amplitude Flow for Phase Retrieval in Image Reconstruction—0
PersonaAI: Leveraging Retrieval-Augmented Generation and Personalized Context for AI-Driven Digital Avatars—0
Automating Legal Concept Interpretation with LLMs: Retrieval, Generation, and Evaluation—0
Adaptive Few-shot Prompting for Machine Translation with Pre-trained Language Models—0
iCBIR-Sli: Interpretable Content-Based Image Retrieval with 2D Slice Embeddings—0
CarbonChat: Large Language Model-Based Corporate Carbon Emission Analysis and Climate Knowledge Q&A System—0
Domain-invariant feature learning in brain MR imaging for content-based image retrieval—0
ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning—0
Rephotography in the Digital Era: Mass Rephotography and re.photos, the Web Portal for Rephotography—0
Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models—0
HORUS: Multimodal Large Language Models Framework for Video Retrieval at VBS 2025—0
Generative Zero-Shot Composed Image Retrieval—0
Retaining Knowledge and Enhancing Long-Text Representations in CLIP through Dual-Teacher Distillation—0
Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark—0
Decoupling Knowledge and Reasoning in Transformers: A Modular Architecture with Generalized Cross-Attention—0
Learning with Noisy Triplet Correspondence for Composed Image Retrieval—0
Cross-Modal 3D Representation with Multi-View Images and Point Clouds—0
Shift the Lens: Environment-Aware Unsupervised Camouflaged Object DetectionCode0
DTOS: Dynamic Time Object Sensing with Large Multimodal ModelCode0
PromptHash:Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing RetrievalCode0
Rethinking Noisy Video-Text Retrieval via Relation-aware Alignment—0
Cheb-GR: Rethinking K-nearest Neighbor Search in Re-ranking for Person Re-identification—0
Chat-based Person Retrieval via Dialogue-Refined Cross-Modal Alignment—0
Incorporating Dense Knowledge Alignment into Unified Multimodal Representation Models—0
CCIN: Compositional Conflict Identification and Neutralization for Composed Image RetrievalCode0
KnowRA: Knowledge Retrieval Augmented Method for Document-level Relation Extraction with Comprehensive Reasoning Abilities—0
Retrieval-Augmented Generation with Graphs (GraphRAG)Code0
CaReBench: A Fine-Grained Benchmark for Video Captioning and Retrieval—0
Chunk-Distilled Language Modeling—0
MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation—0
CancerKG.ORG A Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care—0
An Overview and Discussion on Using Large Language Models for Implementation Generation of Solutions to Open-Ended Problems—0
ACL-rlg: A Dataset for Reading List Generation—0
Enhanced Multimodal RAG-LLM for Accurate Visual Question Answering—0
Unsupervised dense retrieval with conterfactual contrastive learning—0
EdgeRAG: Online-Indexed RAG for Edge Devices—0
Language-based Audio Retrieval with Co-Attention Networks—0
TimeRAF: Retrieval-Augmented Foundation model for Zero-shot Time Series Forecasting—0
The Text Classification Pipeline: Starting Shallow going Deeper—0
Towards Identity-Aware Cross-Modal Retrieval: a Dataset and a BaselineCode0
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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