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 7451–7475 of 14297 papers

TitleStatusHype
D\'etecter la non-adh\'erence m\'edicamenteuse dans les forums de discussion avec les m\'ethodes de recherche d'information (Detect drug non-compliance in Internet fora using Information Retrieval methods )—0
Learning Personalized Alignment for Evaluating Open-ended Text Generation—0
Learning Polynomials of Few Relevant Dimensions—0
Learning Product Codebooks using Vector Quantized Autoencoders for Image Retrieval—0
CLAS: A Machine Learning Enhanced Framework for Exploring Large 3D Design Datasets—0
Evaluation of Table Representations to Answer Questions from Tables in Documents : A Case Study using 3GPP Specifications—0
Learning Query Expansion over the Nearest Neighbor Graph—0
Learning Rank Functionals: An Empirical Study—0
Learning Regional Attention over Multi-resolution Deep Convolutional Features for Trademark Retrieval—0
Evaluation of some Information Retrieval models for Gujarati Ad hoc Monolingual Tasks—0
Learning Relationships for Multi-View 3D Object Recognition—0
Learning Representations and Agents for Information Retrieval—0
A Gold Standard for CLIR evaluation in the Organic Agriculture Domain—0
Lifelong learning for text retrieval and recognition in historical handwritten document collections—0
Learning Representations of Entities and Relations—0
A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots—0
Evaluation of Semantic Search and its Role in Retrieved-Augmented-Generation (RAG) for Arabic Language—0
Learning Robust Named Entity Recognizers From Noisy Data With Retrieval Augmentation—0
Learning Robust Visual-Semantic Embeddings—0
Learning Scalable Discriminative Dictionary with Sample Relatedness—0
Learning Segment Similarity and Alignment in Large-Scale Content Based Video Retrieval—0
Detecting race and gender bias in visual representation of AI on web search engines—0
Clarification of Video Retrieval Query Results by the Automated Insertion of Supporting Shots—0
Learning Semantic Relationships for Better Action Retrieval in Images—0
Evaluation of RAG Metrics for Question Answering in the Telecom Domain—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