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 1035110400 of 14297 papers

TitleStatusHype
A Transformer-based Embedding Model for Personalized Product Search0
MMFashion: An Open-Source Toolbox for Visual Fashion AnalysisCode2
Efficient Image Gallery Representations at Scale Through Multi-Task Learning0
Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-CommerceCode0
VPR-Bench: An Open-Source Visual Place Recognition Evaluation Framework with Quantifiable Viewpoint and Appearance ChangeCode1
Tiering as a Stochastic Submodular Optimization Problem0
Sequential Sentence Matching Network for Multi-turn Response Selection in Retrieval-based Chatbots0
Visual Relationship Detection using Scene Graphs: A Survey0
Near-duplicate video detection featuring coupled temporal and perceptual visual structures and logical inference based matching0
Beyond MeSH: Fine-Grained Semantic Indexing of Biomedical Literature based on Weak SupervisionCode0
Cross-Conditioned Recurrent Networks for Long-Term Synthesis of Inter-Person Human Motion Interactions0
Detection and Retrieval of Out-of-Distribution Objects in Semantic SegmentationCode1
Structured Query-Based Image Retrieval Using Scene Graphs0
Phase-retrieval exact solution based on window modulation0
That is a Known Lie: Detecting Previously Fact-Checked ClaimsCode1
Angular Triplet Loss-based Camera Network for ReID0
Local Self-Attention over Long Text for Efficient Document RetrievalCode1
Deep Reinforcement Learning for Organ Localization in CT0
Learning to hash with semantic similarity metrics and empirical KL divergence0
How Context Affects Language Models' Factual Predictions0
Transformer Based Language Models for Similar Text Retrieval and Ranking0
TREC-COVID: Constructing a Pandemic Information Retrieval Test Collection0
A Social Search Model for Large Scale Social Networks0
Building a Manga Dataset "Manga109" with Annotations for Multimedia ApplicationsCode1
Development of a New Image-to-text Conversion System for Pashto, Farsi and Traditional Chinese0
Condensed Movies: Story Based Retrieval with Contextual EmbeddingsCode1
Modeling Document Interactions for Learning to Rank with Regularized Self-Attention0
COBRA: Contrastive Bi-Modal Representation AlgorithmCode1
A Proposal for Intelligent Agents with Episodic Memory0
A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer's TypeCode0
Semantic Signatures for Large-scale Visual Localization0
Crossing Variational Autoencoders for Answer Retrieval0
Graph-Embedding Empowered Entity RetrievalCode1
Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization0
MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering ModelsCode1
Multi-Stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting0
Prediction of Memory Retrieval Performance Using Ear-EEG Signals0
Understanding Scanned Receipts0
Semi-supervised lung nodule retrieval0
Hierarchical Knowledge Graphs: A Novel Information Representation for Exploratory Search Tasks0
Compose Like Humans: Jointly Improving the Coherence and Novelty for Modern Chinese Poetry Generation0
DoQA -- Accessing Domain-Specific FAQs via Conversational QA0
Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question AnsweringCode1
Unsupervised Morphological Paradigm CompletionCode0
Tailoring and Evaluating the Wikipedia for in-Domain Comparable Corpora ExtractionCode0
PyRetri: A PyTorch-based Library for Unsupervised Image Retrieval by Deep Convolutional Neural NetworksCode2
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QACode1
Cross-View Image Retrieval -- Ground to Aerial Image Retrieval through Deep Learning0
Inductive and Unsupervised Representation Learning on Graph Structured Objects0
Cross-Lingual Keyword Search for Sign Language0
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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