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 5676–5700 of 14297 papers

TitleStatusHype
Beyond Retrieval: Joint Supervision and Multimodal Document Ranking for Textbook Question Answering—0
Detection, Retrieval, and Explanation Unified: A Violence Detection System Based on Knowledge Graphs and GAT—0
Beyond Retrieval: Generating Narratives in Conversational Recommender Systems—0
An Evaluation of Two Commercial Deep Learning-Based Information Retrieval Systems for COVID-19 Literature—0
Adopting RAG for LLM-Aided Future Vehicle Design—0
ACL-rlg: A Dataset for Reading List Generation—0
Detection-by-Localization: Maintenance-Free Change Object Detector—0
Detection Bank: An Object Detection Based Video Representation for Multimedia Event Recognition—0
Beyond Relevant Documents: A Knowledge-Intensive Approach for Query-Focused Summarization using Large Language Models—0
Detection and Annotation of Events in Kannada—0
Beyond Relevance: Improving User Engagement by Personalization for Short-Video Search—0
A Neural Turing~Machine for Conditional Transition Graph Modeling—0
Detecting Trending Terms in Cybersecurity Forum Discussions—0
Detecting unseen visual relations using analogies—0
Detecting race and gender bias in visual representation of AI on web search engines—0
Beyond-RAG: Question Identification and Answer Generation in Real-Time Conversations—0
A Neural Passage Model for Ad-hoc Document Retrieval—0
A Domain Generalization Perspective on Listwise Context Modeling—0
A Neural Network Model of the Entorhinal Cortex and Hippocampus for Event-order Memory Processing—0
Detecting Hallucination and Coverage Errors in Retrieval Augmented Generation for Controversial Topics—0
Detecting Dominant Vanishing Points in Natural Scenes with Application to Composition-Sensitive Image Retrieval—0
Detecting and Classifying Malevolent Dialogue Responses: Taxonomy, Data and Methodology—0
Beyond Precision: A Study on Recall of Initial Retrieval with Neural Representations—0
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses—0
A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots—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