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 2851–2900 of 14297 papers

TitleStatusHype
Evaluation empirique de la sécurisation et de l'alignement de ChatGPT et Gemini: analyse comparative des vulnérabilités par expérimentations de jailbreaks—0
Protriever: End-to-End Differentiable Protein Homology Search for Fitness Prediction—0
RAISE: Enhancing Scientific Reasoning in LLMs via Step-by-Step RetrievalCode0
XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented GenerationCode0
Efficient Context Selection for Long-Context QA: No Tuning, No Iteration, Just Adaptive-k—0
CC-RAG: Structured Multi-Hop Reasoning via Theme-Based Causal Graphs—0
LEANN: A Low-Storage Vector Index—0
Unable to Forget: Proactive lnterference Reveals Working Memory Limits in LLMs Beyond Context Length—0
Knowledge Compression via Question Generation: Enhancing Multihop Document Retrieval without Fine-tuning—0
LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based RankingCode0
SceneRAG: Scene-level Retrieval-Augmented Generation for Video Understanding—0
AR-RAG: Autoregressive Retrieval Augmentation for Image GenerationCode0
From Swath to Full-Disc: Advancing Precipitation Retrieval with Multimodal Knowledge ExpansionCode0
The State-of-the-Art in Lifelog Retrieval: A Review of Progress at the ACM Lifelog Search Challenge Workshop 2022-24—0
Experimental Evaluation of Static Image Sub-Region-Based Search Models Using CLIP—0
BTPD: A Multilingual Hand-curated Dataset of Bengali Transnational Political Discourse Across Online Communities—0
BioMol-MQA: A Multi-Modal Question Answering Dataset For LLM Reasoning Over Bio-Molecular Interactions—0
HypeVPR: Exploring Hyperbolic Space for Perspective to Equirectangular Visual Place RecognitionCode0
Beyond Cropped Regions: New Benchmark and Corresponding Baseline for Chinese Scene Text Retrieval in Diverse Layouts—0
Robust Few-Shot Vision-Language Model Adaptation—0
SUCEA: Reasoning-Intensive Retrieval for Adversarial Fact-checking through Claim Decomposition and EditingCode0
Mathematical Reasoning for Unmanned Aerial Vehicles: A RAG-Based Approach for Complex Arithmetic ReasoningCode0
Knowledgeable-r1: Policy Optimization for Knowledge Exploration in Retrieval-Augmented GenerationCode0
Locality Preserving Markovian Transition for Instance Retrieval—0
Dynamic Context Tuning for Retrieval-Augmented Generation: Enhancing Multi-Turn Planning and Tool Adaptation—0
Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query ExpansionCode0
Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings—0
APVR: Hour-Level Long Video Understanding with Adaptive Pivot Visual Information Retrieval—0
From Play to Replay: Composed Video Retrieval for Temporally Fine-Grained VideosCode0
On Automating Security Policies with Contemporary LLMs—0
PRJ: Perception-Retrieval-Judgement for Generated Images—0
Magic Mushroom: A Customizable Benchmark for Fine-grained Analysis of Retrieval Noise Erosion in RAG Systems—0
Uniqueness of phase retrieval from offset linear canonical transform—0
Preface to the Special Issue of the TAL Journal on Scholarly Document Processing—0
A Retrieval-Augmented Multi-Agent Framework for Psychiatry DiagnosisCode0
Retrieval-Augmented Generation as Noisy In-Context Learning: A Unified Theory and Risk Bounds—0
MotionRAG-Diff: A Retrieval-Augmented Diffusion Framework for Long-Term Music-to-Dance Generation—0
TriPSS: A Tri-Modal Keyframe Extraction Framework Using Perceptual, Structural, and Semantic Representations—0
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models—0
Contrast & Compress: Learning Lightweight Embeddings for Short Trajectories—0
MERIT: Multilingual Semantic Retrieval with Interleaved Multi-Condition Query—0
Latent Structured Hopfield Network for Semantic Association and RetrievalCode0
Small Stickers, Big Meanings: A Multilingual Sticker Semantic Understanding Dataset with a Gamified Approach—0
Engram Memory Encoding and Retrieval: A Neurocomputational Perspective—0
Retrieval-Augmented Generation of Ontologies from Relational Databases—0
Hybrid AI for Responsive Multi-Turn Online Conversations with Novel Dynamic Routing and Feedback Adaptation—0
Predicting Empirical AI Research Outcomes with Language Models—0
RARE: Retrieval-Aware Robustness Evaluation for Retrieval-Augmented Generation SystemsCode0
MCP-Zero: Active Tool Discovery for Autonomous LLM Agents—0
FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models—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