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 3351–3375 of 14297 papers

TitleStatusHype
Finding Interest Needle in Popularity Haystack: Improving Retrieval by Modeling Item Exposure—0
Aud-Sur: An Audio Analyzer Assistant for Audio Surveillance Applications—0
On the Reproducibility of Learned Sparse Retrieval Adaptations for Long DocumentsCode0
Music Information Retrieval on Representative Mexican Folk Vocal Melodies Through MIDI Feature Extraction—0
A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG—0
Text2Tracks: Prompt-based Music Recommendation via Generative RetrievalCode0
Combining Query Performance Predictors: A Reproducibility StudyCode0
A robot-assisted pipeline to rapidly scan 1.7 million historical aerial photographs—0
CIBR: Cross-modal Information Bottleneck Regularization for Robust CLIP Generalization—0
An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering—0
Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation—0
GRASP: Municipal Budget AI Chatbots for Enhancing Civic Engagement—0
SCORE: Story Coherence and Retrieval Enhancement for AI Narratives—0
DAT: Dynamic Alpha Tuning for Hybrid Retrieval in Retrieval-Augmented Generation—0
Memory-Aware and Uncertainty-Guided Retrieval for Multi-Hop Question Answering—0
A Retrieval-Augmented Knowledge Mining Method with Deep Thinking LLMs for Biomedical Research and Clinical Support—0
Agentic Large Language Models, a survey—0
Resona: Improving Context Copying in Linear Recurrence Models with Retrieval—0
An Empirical Study of Validating Synthetic Data for Text-Based Person RetrievalCode0
Patience is all you need! An agentic system for performing scientific literature review—0
Long-Tail Crisis in Nearest Neighbor Language Models—0
Understanding Inequality of LLM Fact-Checking over Geographic Regions with Agent and Retrieval models—0
AutoComPose: Automatic Generation of Pose Transition Descriptions for Composed Pose Retrieval Using Multimodal LLMs—0
Preference-based Learning with Retrieval Augmented Generation for Conversational Question AnsweringCode0
Reasoning of Large Language Models over Knowledge Graphs with Super-RelationsCode0
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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