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 7051–7075 of 14297 papers

TitleStatusHype
Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation—0
Deep Metric Learning-based Image Retrieval System for Chest Radiograph and its Clinical Applications in COVID-19—0
Knowledge-grounded Adaptation Strategy for Vision-language Models: Building Unique Case-set for Screening Mammograms for Residents Training—0
“Are you calling for the vaporizer you ordered?” Combining Search and Prediction to Identify Orders in Contact Centers—0
Learning Federated Representations and Recommendations with Limited Negatives—0
Knowledge Informed Semantic Parsing for Conversational Question Answering—0
Are Words the Quanta of Human Language? Extending the Domain of Quantum Cognition—0
Deep metric learning for multi-labelled radiographs—0
Expedition: A Time-Aware Exploratory Search System Designed for Scholars—0
Learning Fair Ranking Policies via Differentiable Optimization of Ordered Weighted Averages—0
A Graph-Guided Reasoning Approach for Open-ended Commonsense Question Answering—0
Knowledge Retrieval—0
Knowledge Retrieval Based on Generative AI—0
Knowledge Retrieval for Robotic Cooking—0
Learning from All Sides: Diversified Positive Augmentation via Self-distillation in Recommendation—0
Knowledge Retrieval in LLM Gaming: A Shift from Entity-Centric to Goal-Oriented Graphs—0
Knowledge Retrieval using Foon—0
Knowledge Retrieval using Functional Object-Oriented Network—0
Knowledge Retrieval Using Functional Object-Oriented Networks—0
Knowledge Sharing in Manufacturing using Large Language Models: User Evaluation and Model Benchmarking—0
Learning from Negative User Feedback and Measuring Responsiveness for Sequential Recommenders—0
Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs—0
KnowledGPT: Enhancing Large Language Models with Retrieval and Storage Access on Knowledge Bases—0
Deep Metric Learning with Alternating Projections onto Feasible Sets—0
Learning Joint Embedding with Modality Alignments for Cross-Modal Retrieval of Recipes and Food Images—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