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 4001–4050 of 14297 papers

TitleStatusHype
Query pipeline optimization for cancer patient question answering systems—0
Progressive Multimodal Reasoning via Active Retrieval—0
VISA: Retrieval Augmented Generation with Visual Source Attribution—0
Adversarial Hubness in Multi-Modal RetrievalCode0
ARTEMIS-DA: An Advanced Reasoning and Transformation Engine for Multi-Step Insight Synthesis in Data Analytics—0
Denoising Nearest Neighbor Graph via Continuous CRF for Visual Re-ranking without Fine-tuning—0
LLMs can realize combinatorial creativity: generating creative ideas via LLMs for scientific research—0
Information-Theoretic Generative Clustering of DocumentsCode0
Query-centric Audio-Visual Cognition Network for Moment Retrieval, Segmentation and Step-Captioning—0
Federated Learning and RAG Integration: A Scalable Approach for Medical Large Language Models—0
Retrieval Augmented Image Harmonization—0
CRM: Retrieval Model with Controllable Condition—0
Multi-OphthaLingua: A Multilingual Benchmark for Assessing and Debiasing LLM Ophthalmological QA in LMICs—0
Maybe you are looking for CroQS: Cross-modal Query Suggestion for Text-to-Image Retrieval—0
RAG for Effective Supply Chain Security Questionnaire Automation—0
Dynamic Adapter with Semantics Disentangling for Cross-lingual Cross-modal RetrievalCode0
RemoteRAG: A Privacy-Preserving LLM Cloud RAG Service—0
RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement—0
Three Things to Know about Deep Metric Learning—0
Expansion Span: Combining Fading Memory and Retrieval in Hybrid State Space Models—0
Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance LanguagesCode0
PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and SummarizationCode0
A MapReduce Approach to Effectively Utilize Long Context Information in Retrieval Augmented Language Models—0
Enabling Low-Resource Language Retrieval: Establishing Baselines for Urdu MS MARCOCode0
On the Structural Memory of LLM AgentsCode0
ShotVL: Human-Centric Highlight Frame Retrieval via Language Queries—0
C-FedRAG: A Confidential Federated Retrieval-Augmented Generation System—0
PERC: Plan-As-Query Example Retrieval for Underrepresented Code Generation—0
Searching Personal Collections—0
BioRAGent: A Retrieval-Augmented Generation System for Showcasing Generative Query Expansion and Domain-Specific Search for Scientific Q&ACode0
Advanced ingestion process powered by LLM parsing for RAG system—0
A Distributed Collaborative Retrieval Framework Excelling in All Queries and Corpora based on Zero-shot Rank-Oriented Automatic Evaluation—0
Investigating Mixture of Experts in Dense Retrieval—0
Establishing a Foundation for Tetun Ad-Hoc Text Retrieval: Stemming, Indexing, Retrieval, and Ranking—0
AUEB-Archimedes at RIRAG-2025: Is obligation concatenation really all you need?Code0
Leveraging Retrieval-Augmented Tags for Large Vision-Language Understanding in Complex Scenes—0
A Method for Detecting Legal Article Competition for Korean Criminal Law Using a Case-augmented Mention GraphCode0
FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation—0
A LoRA is Worth a Thousand Pictures—0
Unanswerability Evaluation for Retrieval Augmented Generation—0
ColorFlow: Retrieval-Augmented Image Sequence Colorization—0
Agentic AI-Driven Technical Troubleshooting for Enterprise Systems: A Novel Weighted Retrieval-Augmented Generation Paradigm—0
Leveraging User-Generated Metadata of Online Videos for Cover Song Identification—0
Optimized Quran Passage Retrieval Using an Expanded QA Dataset and Fine-Tuned Language Models—0
Distribution-Consistency-Guided Multi-modal HashingCode0
One-Shot Multilingual Font Generation Via ViT—0
RAC3: Retrieval-Augmented Corner Case Comprehension for Autonomous Driving with Vision-Language Models—0
Leveraging Large Vision-Language Model as User Intent-aware Encoder for Composed Image Retrieval—0
LitLLMs, LLMs for Literature Review: Are we there yet?—0
Rebalanced Vision-Language Retrieval Considering Structure-Aware Distillation—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