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 1826–1850 of 14297 papers

TitleStatusHype
Retrieval or Global Context Understanding? On Many-Shot In-Context Learning for Long-Context EvaluationCode0
OpenThaiGPT 1.5: A Thai-Centric Open Source Large Language Model—0
Toward Optimal Search and Retrieval for RAGCode0
Music Discovery Dialogue Generation Using Human Intent Analysis and Large Language ModelsCode0
Transformer verbatim in-context retrieval across time and scaleCode0
Subgraph Retrieval Enhanced by Graph-Text Alignment for Commonsense Question Answering—0
Veri-Car: Towards Open-world Vehicle Information Retrieval—0
AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information AssistantCode1
A Diffuse Light Field Imaging Model for Forward-Scattering Photon-Coded Signal Retrieval—0
LProtector: An LLM-driven Vulnerability Detection System—0
TourSynbio-Search: A Large Language Model Driven Agent Framework for Unified Search Method for Protein EngineeringCode0
Annotative IndexingCode0
Exploring Knowledge Boundaries in Large Language Models for Retrieval Judgment—0
Clustering Algorithms and RAG Enhancing Semi-Supervised Text Classification with Large LLMs—0
Sufficient Context: A New Lens on Retrieval Augmented Generation Systems—0
KeyB2: Selecting Key Blocks is Also Important for Long Document Ranking with Large Language Models—0
M-Longdoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework—0
Building an Efficient Multilingual Non-Profit IR System for the Islamic Domain Leveraging Multiprocessing Design in Rust—0
Leveraging Retrieval-Augmented Generation for Persian University Knowledge Retrieval—0
Reducing Distraction in Long-Context Language Models by Focused Learning—0
IntellBot: Retrieval Augmented LLM Chatbot for Cyber Threat Knowledge DeliveryCode0
Why These Documents? Explainable Generative Retrieval with Hierarchical Category PathsCode1
Qwen2.5-32B: Leveraging Self-Consistent Tool-Integrated Reasoning for Bengali Mathematical Olympiad Problem Solving—0
Harnessing High-Level Song Descriptors towards Natural Language-Based Music RecommendationCode0
Assessing the Answerability of Queries in Retrieval-Augmented Code Generation—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