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 1130111350 of 14297 papers

TitleStatusHype
Algorithmic Guarantees for Inverse Imaging with Untrained Network PriorsCode0
Adversarial Learning for Improved Onsets and Frames Music Transcription0
Cleaning Noisy and Heterogeneous Metadata for Record Linking Across Scholarly Big DatasetsCode0
Automated crater shape retrieval using weakly-supervised deep learningCode0
Improving the robustness of ImageNet classifiers using elements of human visual cognitionCode0
Understanding, Categorizing and Predicting Semantic Image-Text Relations0
Transformation of XML Documents with Prolog0
Learning Compressed Sentence Representations for On-Device Text ProcessingCode0
Domain Adaptation for Enterprise Email Search0
Expressing Visual Relationships via LanguageCode0
Learning with Average Precision: Training Image Retrieval with a Listwise LossCode0
Query Generation for Patent Retrieval with Keyword Extraction based on Syntactic Features0
A Multi-Task Architecture on Relevance-based Neural Query Translation0
Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing0
Deep Recurrent Quantization for Generating Sequential Binary CodesCode0
Beyond Product Quantization: Deep Progressive Quantization for Image RetrievalCode0
Joint Visual-Textual Embedding for Multimodal Style Search0
Multi-Hop Paragraph Retrieval for Open-Domain Question AnsweringCode0
REMAP: Multi-layer entropy-guided pooling of dense CNN features for image retrieval0
Practical User Feedback-driven Internal Search Using Online Learning to Rank0
A stochastic alternating minimizing method for sparse phase retrieval0
Divide and Conquer the Embedding Space for Metric LearningCode0
Fusion vectors: Embedding Graph Fusions for Efficient Unsupervised Rank Aggregation0
Cognitive Knowledge Graph Reasoning for One-shot Relational LearningCode0
Low Photon Budget Phase Retrieval with Perceptual Loss Trained Deep Neural Networks0
Semi-Supervised Exploration in Image Retrieval0
Neural Arabic Question AnsweringCode0
PerspectroScope: A Window to the World of Diverse PerspectivesCode0
Polysemous Visual-Semantic Embedding for Cross-Modal RetrievalCode1
Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems0
HEAD-QA: A Healthcare Dataset for Complex Reasoning0
A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots0
Team JL Solution to Google Landmark Recognition 20190
End-to-End CAD Model Retrieval and 9DoF Alignment in 3D ScansCode1
Large-scale Landmark Retrieval/Recognition under a Noisy and Diverse DatasetCode1
Deep Learning-Based Automatic Downbeat Tracking: A Brief ReviewCode0
2nd Place and 2nd Place Solution to Kaggle Landmark Recognition andRetrieval Competition 2019Code1
Beyond Lexical: A Semantic Retrieval Framework for Textual Search Engine0
Argument Generation with Retrieval, Planning, and Realization0
Question Answering as Global Reasoning over Semantic AbstractionsCode0
Recovering Variable Names for Minified Code with Usage Contexts0
Deep Contextualized Biomedical Abbreviation Expansion0
Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations0
FAKTA: An Automatic End-to-End Fact Checking System0
Compositional Questions Do Not Necessitate Multi-hop ReasoningCode0
Building a Production Model for Retrieval-Based Chatbots0
HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video ClipsCode1
Deep Spherical Quantization for Image Search0
RankQA: Neural Question Answering with Answer Re-RankingCode0
Primal-Dual Block Frank-WolfeCode0
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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