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

Showing 74517500 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 Generation0
Learning Polynomials of Few Relevant Dimensions0
Learning Product Codebooks using Vector Quantized Autoencoders for Image Retrieval0
EVCap: Retrieval-Augmented Image Captioning with External Visual-Name Memory for Open-World Comprehension0
Class-agnostic Object Detection0
Learning Query Expansion over the Nearest Neighbor Graph0
Learning Rank Functionals: An Empirical Study0
Learning Regional Attention over Multi-resolution Deep Convolutional Features for Trademark Retrieval0
1-PAGER: One Pass Answer Generation and Evidence Retrieval0
Learning Relationships for Multi-View 3D Object Recognition0
Learning Representations and Agents for Information Retrieval0
LineRetriever: Planning-Aware Observation Reduction for Web Agents0
Linking Graph Entities with Multiplicity and Provenance0
Learning Representations of Entities and Relations0
A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots0
Evaluation Set for Slovak News Information Retrieval0
Learning Robust Named Entity Recognizers From Noisy Data With Retrieval Augmentation0
Learning Robust Visual-Semantic Embeddings0
Learning Scalable Discriminative Dictionary with Sample Relatedness0
CLAS: A Machine Learning Enhanced Framework for Exploring Large 3D Design Datasets0
Detecting race and gender bias in visual representation of AI on web search engines0
Linear Phase Retrieval for Near-Field Measurements with Locally Known Phase Relations0
Learning Semantic Relationships for Better Action Retrieval in Images0
A Neural Passage Model for Ad-hoc Document Retrieval0
Learning Semantics for Image Annotation0
Learning Semantic Similarities for Prototypical Classifiers0
Learning Semantic Similarity for Very Short Texts0
Learning Semantics with Deep Belief Network for Cross-Language Information Retrieval0
Evaluation of Table Representations to Answer Questions from Tables in Documents : A Case Study using 3GPP Specifications0
Evaluation of some Information Retrieval models for Gujarati Ad hoc Monolingual Tasks0
Visual Similarity Attention0
A Gold Standard for CLIR evaluation in the Organic Agriculture Domain0
Learning Similarity Preserving Binary Codes for Recommender Systems0
Linear Regression Evaluation of Search Engine Automatic Search Performance Based on Hadoop and R0
Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval0
Evaluation of Semantic Search and its Role in Retrieved-Augmented-Generation (RAG) for Arabic Language0
Clarification of Video Retrieval Query Results by the Automated Insertion of Supporting Shots0
Evaluation of RAG Metrics for Question Answering in the Telecom Domain0
Detection, Retrieval, and Explanation Unified: A Violence Detection System Based on Knowledge Graphs and GAT0
Evaluation of quadratic phase hologram calculation algorithms in the Fourier regime0
Learning Spectral Transform Network on 3D Surface for Non-rigid Shape Analysis0
Detect, Retrieve, Comprehend: A Flexible Framework for Zero-Shot Document-Level Question Answering0
Learning Structural Representations for Recipe Generation and Food Retrieval0
Learning Structures in Earth Observation Data with Gaussian Processes0
Learning Style Similarity for Searching Infographics0
Learning Stylized Character Expressions from Humans0
A Retrieval Framework and Implementation for Electronic Documents with Similar Layouts0
A Tale of Two Efficient and Informative Negative Sampling Distributions0
Evaluation of Neural Networks Defenses and Attacks using NDCG and Reciprocal Rank Metrics0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified