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 4901–4950 of 14297 papers

TitleStatusHype
DAC: 2D-3D Retrieval with Noisy Labels via Divide-and-Conquer Alignment and CorrectionCode0
Bailicai: A Domain-Optimized Retrieval-Augmented Generation Framework for Medical Applications—0
CSCPR: Cross-Source-Context Indoor RGB-D Place RecognitionCode0
A Survey Forest Diagram : Gain a Divergent Insight View on a Specific Research Topic—0
Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation—0
Wonderful Matrices: More Efficient and Effective Architecture for Language Modeling Tasks—0
WildHallucinations: Evaluating Long-form Factuality in LLMs with Real-World Entity Queries—0
How to Leverage Personal Textual Knowledge for Personalized Conversational Information RetrievalCode0
Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language ModelsCode0
Evaluating Long Range Dependency Handling in Code Generation Models using Multi-Step Key Retrieval—0
SEDS: Semantically Enhanced Dual-Stream Encoder for Sign Language RetrievalCode0
APTNESS: Incorporating Appraisal Theory and Emotion Support Strategies for Empathetic Response GenerationCode0
Low Complexity Regularized Phase Retrieval—0
Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach—0
Spatiotemporal Graph Guided Multi-modal Network for Livestreaming Product RetrievalCode0
Personalization of Dataset Retrieval Results using a Metadata-based Data Valuation Method—0
RazorAttention: Efficient KV Cache Compression Through Retrieval Heads—0
An Empirical Study of Retrieval Augmented Generation with Chain-of-Thought—0
An Empirical Comparison of Video Frame Sampling Methods for Multi-Modal RAG Retrieval—0
Deep Uncertainty-Based Explore for Index Construction and Retrieval in Recommendation System—0
Decoding BACnet Packets: A Large Language Model Approach for Packet Interpretation—0
Customized Retrieval Augmented Generation and Benchmarking for EDA Tool Documentation QACode0
Offline Imitation Learning Through Graph Search and Retrieval—0
MoRSE: Bridging the Gap in Cybersecurity Expertise with Retrieval Augmented Generation—0
RadioRAG: Factual large language models for enhanced diagnostics in radiology using online retrieval augmented generationCode0
KaPQA: Knowledge-Augmented Product Question-Answering—0
SLVideo: A Sign Language Video Moment Retrieval Framework—0
Not All Pairs are Equal: Hierarchical Learning for Average-Precision-Oriented Video Retrieval—0
Chronologically Accurate Retrieval for Temporal Grounding of Motion-Language Models—0
NV-Retriever: Improving text embedding models with effective hard-negative mining—0
Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation—0
Assessing Brittleness of Image-Text Retrieval Benchmarks from Vision-Language Models Perspective—0
Exploiting Pre-trained Models for Drug Target Affinity Prediction with Nearest Neighbors—0
Golden-Retriever: High-Fidelity Agentic Retrieval Augmented Generation for Industrial Knowledge Base—0
Automatic Generation of Fashion Images using Prompting in Generative Machine Learning ModelsCode0
Retrieval Augmented Generation Integrated Large Language Models in Smart Contract Vulnerability Detection—0
ECRTime: Ensemble Integration of Classification and Retrieval for Time Series Classification—0
Adversarial Databases Improve Success in Retrieval-based Large Language Models—0
LAPIS: Language Model-Augmented Police Investigation System—0
AuditNet: A Conversational AI-based Security Assistant [DEMO]—0
Multimodal Misinformation Detection using Large Vision-Language Models—0
Unipa-GPT: Large Language Models for university-oriented QA in ItalianCode0
Improving Retrieval in Sponsored Search by Leveraging Query Context Signals—0
Multi-modal Relation Distillation for Unified 3D Representation Learning—0
Black-Box Opinion Manipulation Attacks to Retrieval-Augmented Generation of Large Language Models—0
Rethinking Video-Text Understanding: Retrieval from Counterfactually Augmented Data—0
Multi-sentence Video Grounding for Long Video Generation—0
Retrieval-Augmented Generation for Natural Language Processing: A Survey—0
LiNR: Model Based Neural Retrieval on GPUs at LinkedIn—0
Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach—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