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 7501–7525 of 14297 papers

TitleStatusHype
Learning Temporal Embeddings for Complex Video Analysis—0
Learning Joint Embedding for Cross-Modal Retrieval—0
LISN @ WMT 2021—0
Learning Term Weights for Ad-hoc Retrieval—0
Developing a Dataset for Evaluating Approaches for Document Expansion with Images—0
Learning text-to-video retrieval from image captioning—0
Evaluation of Semantic Search and its Role in Retrieved-Augmented-Generation (RAG) for Arabic Language—0
Clarification of Video Retrieval Query Results by the Automated Insertion of Supporting Shots—0
Evaluation of RAG Metrics for Question Answering in the Telecom Domain—0
Evaluation of quadratic phase hologram calculation algorithms in the Fourier regime—0
A Retrieval Framework and Implementation for Electronic Documents with Similar Layouts—0
Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation—0
A Tale of Two Efficient and Informative Negative Sampling Distributions—0
Learning to Cluster Faces via Transformer—0
Development and Testing of Retrieval Augmented Generation in Large Language Models -- A Case Study Report—0
Learning to Coordinate Multiple Reinforcement Learning Agents for Diverse Query Reformulation—0
Learning to Decompose Visual Features with Latent Textual Prompts—0
Development of An Android Application for Object Detection Based on Color, Shape, or Local Features—0
Evaluation of Neural Networks Defenses and Attacks using NDCG and Reciprocal Rank Metrics—0
Evaluation of medium-large Language Models at zero-shot closed book generative question answering—0
Learning to Embed Multi-Modal Contexts for Situated Conversational Agents—0
Learning to Embed Multi-Modal Contexts for Situated Conversational Agents—0
Learning to embed semantic similarity for joint image-text retrieval—0
Evaluation of Information Retrieval Systems Using Structural Equation Modelling—0
Evaluation of drain, a deep-learning approach to rain retrieval from gpm passive microwave radiometer—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