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 6751–6800 of 14297 papers

TitleStatusHype
A Unified Model for Video Understanding and Knowledge Embedding with Heterogeneous Knowledge Graph Dataset—0
A Multi-Source Retrieval Question Answering Framework Based on RAG—0
Image Tag Completion and Refinement by Subspace Clustering and Matrix Completion—0
Inverse Problems, Deep Learning, and Symmetry Breaking—0
Cross-Modal Adaptive Dual Association for Text-to-Image Person Retrieval—0
Invertible Tree Embeddings using a Cryptographic Role Embedding Scheme—0
Inverting The Generator Of A Generative Adversarial Network—0
Image Specificity—0
Cross-Modal Adapter: Parameter-Efficient Transfer Learning Approach for Vision-Language Models—0
A Unified Hierarchical Framework for Fine-grained Cross-view Geo-localization over Large-scale Scenarios—0
Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation—0
Investigating Information Inconsistency in Multilingual Open-Domain Question Answering—0
Investigating Language Preference of Multilingual RAG Systems—0
Investigating LLMs as Voting Assistants via Contextual Augmentation: A Case Study on the European Parliament Elections 2024—0
Investigating Mixture of Experts in Dense Retrieval—0
Investigating non-classical correlations between decision fused multi-modal documents—0
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style—0
Investigating Retrieval Method Selection with Axiomatic Features—0
Image Similarity Using Sparse Representation and Compression Distance—0
Image Semantic Relation Generation—0
Image Segmentation by Uniform Color Clustering Approach and Benchmark Results—0
Image Search with Text Feedback by Additive Attention Compositional Learning—0
Investigating the efficacy of music version retrieval systems for setlist identification—0
Cross-Modal 3D Representation with Multi-View Images and Point Clouds—0
A Multi-Resolution Word Embedding for Document Retrieval from Large Unstructured Knowledge Bases—0
Investigating the robustness of a learning-based method for quantitative phase retrieval from propagation-based x-ray phase contrast measurements under laboratory conditions—0
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home—0
Accelerating Code Search with Deep Hashing and Code Classification—0
Investigating the Successes and Failures of BERT for Passage Re-Ranking—0
Investigating the Vision Transformer Model for Image Retrieval Tasks—0
Image Retrieval with Mixed Initiative and Multimodal Feedback—0
IPA-CLIP: Integrating Phonetic Priors into Vision and Language Pretraining—0
Cross-media Similarity Metric Learning with Unified Deep Networks—0
IQLS: Framework for leveraging Metadata to enable Large Language Model based queries to complex, versatile Data—0
Image Retrieval with Intra-Sweep Representation Learning for Neck Ultrasound Scanning Guidance—0
Image retrieval with hierarchical matching pursuit—0
IRA: Adaptive Interest-aware Representation and Alignment for Personalized Multi-interest Retrieval—0
iRAG: Advancing RAG for Videos with an Incremental Approach—0
A unified framework of predicting binary interestingness of images based on discriminant correlation analysis and multiple kernel learning—0
Image Retrieval with Fisher Vectors of Binary Features—0
Image Retrieval with a Bayesian Model of Relevance Feedback—0
Image Retrieval Using Scene Graphs—0
Image Retrieval using Multi-scale CNN Features Pooling—0
Cross-Media Scientific Research Achievements Retrieval Based on Deep Language Model—0
IRISA participation to BioNLP-ST13: lazy-learning and information retrieval for information extraction tasks—0
IRLab@iKAT24: Learned Sparse Retrieval with Multi-aspect LLM Query Generation for Conversational Search—0
IRLI: Iterative Re-partitioning for Learning to Index—0
A Multi-model Approach for Video Data Retrieval in Autonomous Vehicle Development—0
Image Retrieval using Histogram Factorization and Contextual Similarity Learning—0
Image Retrieval System Base on EMD Similarity Measure and S-Tree—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