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 1370113750 of 14297 papers

TitleStatusHype
Elastic Functional Coding of Human Actions: From Vector-Fields to Latent Variables0
Feature-Independent Context Estimation for Automatic Image Annotation0
Image Retrieval Using Scene Graphs0
Face Video Retrieval With Image Query via Hashing Across Euclidean Space and Riemannian Manifold0
FAemb: A Function Approximation-Based Embedding Method for Image Retrieval0
Exemplar SVMs as Visual Feature Encoders0
Early Burst Detection for Memory-Efficient Image Retrieval0
Learning Semantic Relationships for Better Action Retrieval in Images0
Interleaved Text/Image Deep Mining on a Very Large-Scale Radiology Database0
Making Better Use of Edges via Perceptual Grouping0
Computationally Bounded Retrieval0
Mind's Eye: A Recurrent Visual Representation for Image Caption Generation0
Metric Imitation by Manifold Transfer for Efficient Vision Applications0
3D Deep Shape Descriptor0
Co-Saliency Detection via Looking Deep and Wide0
A Statistical Model of Riemannian Metric Variation for Deformable Shape Analysis0
RBIR using Interest Regions and Binary Signatures0
Bag of Genres for Video Retrieval0
Cross-domain Image Retrieval with a Dual Attribute-aware Ranking Network0
A Critical Review of Recurrent Neural Networks for Sequence LearningCode0
Query by String word spotting based on character bi-gram indexing0
A survey of SMS based Information Systems0
Translation Memory Retrieval Methods0
Image Reconstruction from Bag-of-Visual-Words0
Barcode Annotations for Medical Image Retrieval: A Preliminary InvestigationCode0
Modelling-based experiment retrieval: A case study with gene expression clustering0
Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence ModelsCode1
OntoSOC: Sociocultural Knowledge Ontology0
Math Search for the Masses: Multimodal Search Interfaces and Appearance-Based Retrieval0
Spike and Slab Gaussian Process Latent Variable Models0
Adaptive Nonparametric Image Parsing0
Comparing persistence diagrams through complex vectors0
Learning Style Similarity for Searching Infographics0
Learning Temporal Embeddings for Complex Video Analysis0
Learning to Interpret and Describe Abstract Scenes0
Deep Learning and Continuous Representations for Natural Language Processing0
Learning Translation Models from Monolingual Continuous Representations0
Social Media Predictive Analytics0
Reserating the awesometastic: An automatic extension of the WordNet taxonomy for novel terms0
Spinning Straw into Gold: Using Free Text to Train Monolingual Alignment Models for Non-factoid Question Answering0
Semi-Supervised Word Sense Disambiguation Using Word Embeddings in General and Specific Domains0
Ontologically Grounded Multi-sense Representation Learning for Semantic Vector Space Models0
Using Zero-Resource Spoken Term Discovery for Ranked Retrieval0
Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval0
Unsupervised Sparse Vector Densification for Short Text Similarity0
Response-based Learning for Machine Translation of Open-domain Database Queries0
Transition-Based Syntactic Linearization0
Context-Dependent Automatic Response Generation Using Statistical Machine Translation Techniques0
Déjà Image-Captions: A Corpus of Expressive Descriptions in Repetition0
I Can Has Cheezburger? A Nonparanormal Approach to Combining Textual and Visual Information for Predicting and Generating Popular Meme Descriptions0
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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