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 6651–6675 of 14297 papers

TitleStatusHype
Cross-modal Deep Metric Learning with Multi-task Regularization—0
Implementing Learning Principles with a Personal AI Tutor: A Case Study—0
Integrating Chain-of-Thought and Retrieval Augmented Generation Enhances Rare Disease Diagnosis from Clinical Notes—0
Integrating Entity Linking and Evidence Ranking for Fact Extraction and Verification—0
Implementation of a noisy hyperlink removal system: A semantic and relatedness approach—0
Cross-Modal Coordination Across a Diverse Set of Input Modalities—0
Authorship Verification - An Approach based on Random Forest—0
Integrating Large Language Models with Graph-based Reasoning for Conversational Question Answering—0
A Multi-task Learning Framework for Product Ranking with BERT—0
Adaptive Semantic-Visual Tree for Hierarchical Embeddings—0
Enhancing Low-Resource Minority Language Translation with LLMs and Retrieval-Augmented Generation for Cultural Nuances—0
Integrating Scene Text and Visual Appearance for Fine-Grained Image Classification—0
Implementation of an efficient Fuzzy Logic based Information Retrieval System—0
Implementation Notes for the Soft Cosine Measure—0
Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models—0
Integrating Temporal Representations for Dynamic Memory Retrieval and Management in Large Language Models—0
A Usefulness-based Approach for Measuring the Local and Global Effect of IIR Services—0
Impact of Semantic Granularity on Geographic Information Search Support—0
Integrity and Junkiness Failure Handling for Embedding-based Retrieval: A Case Study in Social Network Search—0
Impact of Response Latency on User Behaviour in Mobile Web Search—0
Cross-modal Contrastive Learning for Speech Translation—0
Impact of detecting clinical trial elements in exploration of COVID-19 literature—0
Cross-modal Common Representation Learning by Hybrid Transfer Network—0
Intelligent Topic Selection for Low-Cost Information Retrieval Evaluation: A New Perspective on Deep vs. Shallow Judging—0
A Unified Retrieval Framework with Document Ranking and EDU Filtering for Multi-document Summarization—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