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 6251–6300 of 14297 papers

TitleStatusHype
Cluster Language Model for Improved E-Commerce Retrieval and Ranking: Leveraging Query Similarity and Fine-Tuning for Personalized Results—0
Image2song: Song Retrieval via Bridging Image Content and Lyric Words—0
CLIPPO: Image-and-Language Understanding from Pixels Only—0
Image Annotation Incorporating Low-Rankness, Tag and Visual Correlation and Inhomogeneous Errors—0
Exploring the landscape of large language models: Foundations, techniques, and challenges—0
Adaptive Re-ranking of Deep Feature for Person Re-identification—0
Image as a Foreign Language: BEiT Pretraining for Vision and Vision-Language Tasks—0
Mapping, Localization and Path Planning for Image-based Navigation using Visual Features and Map—0
Accelerate Learning of Deep Hashing With Gradient Attention—0
Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs—0
ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data—0
Clustering is Efficient for Approximate Maximum Inner Product Search—0
ArtVLM: Attribute Recognition Through Vision-Based Prefix Language Modeling—0
Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models—0
Image Change Captioning by Learning From an Auxiliary Task—0
Image Classification and Retrieval from User-Supplied Tags—0
Cross-Lingual Keyword Search for Sign Language—0
Image Classification by Feature Dimension Reduction and Graph based Ranking—0
Intelligent Director: An Automatic Framework for Dynamic Visual Composition using ChatGPT—0
Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation—0
Exploring the In-context Learning Ability of Large Language Model for Biomedical Concept Linking—0
Clustering Billions of Reads for DNA Data Storage—0
Image-Mediated Learning for Zero-Shot Cross-Lingual Document Retrieval—0
Image Parsing with a Wide Range of Classes and Scene-Level Context—0
Image Projective Invariants—0
Exploring the Ideal Depth of Neural Network when Predicting Question Deletion on Community Question Answering—0
ImageRAG: Dynamic Image Retrieval for Reference-Guided Image Generation—0
Image Reconstruction from Bag-of-Visual-Words—0
Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories—0
Image Retrieval And Classification Using Local Feature Vectors—0
Image Retrieval and Pattern Spotting using Siamese Neural Network—0
Image retrieval approach based on local texture information derived from predefined patterns and spatial domain information—0
Exploring the Effectiveness of Convolutional Neural Networks for Answer Selection in End-to-End Question Answering—0
Image Retrieval Based on Binary Signature ang S-kGraph—0
Clustering and Retrieval Method of Immunological Memory Cell in Clonal Selection Algorithm—0
Image Retrieval for Arguments Using Stance-Aware Query Expansion—0
ArtRAG: Retrieval-Augmented Generation with Structured Context for Visual Art Understanding—0
Image Retrieval from Contextual Descriptions—0
Exploring the Distinctiveness and Fidelity of the Descriptions Generated by Large Vision-Language Models—0
Image retrieval method based on CNN and dimension reduction—0
Exploring the context of visual information seeking—0
Clustering Analysis of Interactive Learning Activities Based on Improved BIRCH Algorithm—0
Image Retrieval System Base on EMD Similarity Measure and S-Tree—0
Image Retrieval using Histogram Factorization and Contextual Similarity Learning—0
Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval—0
Image Retrieval Using Scene Graphs—0
Image Retrieval with a Bayesian Model of Relevance Feedback—0
Image Retrieval with Fisher Vectors of Binary Features—0
Image retrieval with hierarchical matching pursuit—0
Exploring the Capabilities and Limitations of Large Language Models in the Electric Energy Sector—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