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 3251–3300 of 14297 papers

TitleStatusHype
Learning Genomic Sequence Representations using Graph Neural Networks over De Bruijn GraphsCode0
Cross-Modality Sub-Image Retrieval using Contrastive Multimodal Image RepresentationsCode0
Combining Lexical and Dense Retrieval for Computationally Efficient Multi-hop Question AnsweringCode0
Learning to Search in Long Documents Using Document StructureCode0
Learning Contextualized Document Representations for Healthcare Answer RetrievalCode0
AMuRD: Annotated Arabic-English Receipt Dataset for Key Information Extraction and ClassificationCode0
Cross-Modal Interaction Networks for Query-Based Moment Retrieval in VideosCode0
Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response RankingCode0
Learning Complex Basis Functions for Invariant Representations of AudioCode0
Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision Learning (Technical Report)Code0
Learning Visual Importance for Graphic Designs and Data VisualizationsCode0
Learning vs Retrieval: The Role of In-Context Examples in Regression with LLMsCode0
Learning Compatible Multi-Prize Subnetworks for Asymmetric RetrievalCode0
Learning Compressed Sentence Representations for On-Device Text ProcessingCode0
AutoCast++: Enhancing World Event Prediction with Zero-shot Ranking-based Context RetrievalCode0
Learning Character-Agnostic Motion for Motion Retargeting in 2DCode0
Cross-modal Embeddings for Video and Audio RetrievalCode0
Learning compact binary descriptors with unsupervised deep neural networksCode0
Authorship verification in the absence of explicit features and thresholdsCode0
Learning Audio Concepts from Counterfactual Natural LanguageCode0
Learning Attractor Dynamics for Generative MemoryCode0
Learning Cross-Modal Embeddings with Adversarial Networks for Cooking Recipes and Food ImagesCode0
Cross-modal Contrastive Learning with Asymmetric Co-attention Network for Video Moment RetrievalCode0
CyberMentor: AI Powered Learning Tool Platform to Address Diverse Student Needs in Cybersecurity EducationCode0
Learning a metric for class-conditional KNNCode0
Learning a Deep Listwise Context Model for Ranking RefinementCode0
Learned k-NN Distance EstimationCode0
Learning a Hierarchical Latent-Variable Model of 3D ShapesCode0
Cross-Modal Coherence for Text-to-Image RetrievalCode0
Cross-Modal Attribute Insertions for Assessing the Robustness of Vision-and-Language LearningCode0
Learnable PINs: Cross-Modal Embeddings for Person IdentityCode0
A Unified Neural Architecture for Instrumental Audio TasksCode0
DAC: 2D-3D Retrieval with Noisy Labels via Divide-and-Conquer Alignment and CorrectionCode0
Automatic Instrument Recognition in Polyphonic Music Using Convolutional Neural NetworksCode0
LCD: Learned Cross-Domain Descriptors for 2D-3D MatchingCode0
Cross-Modal and Hierarchical Modeling of Video and TextCode0
LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based RetrievalCode0
A Unified Generative Retriever for Knowledge-Intensive Language Tasks via Prompt LearningCode0
LaSER: Language-Specific Event RecommendationCode0
Cross-Media Similarity Evaluation for Web Image Retrieval in the WildCode0
LaSO: Label-Set Operations networks for multi-label few-shot learningCode0
Cross-media Multi-level Alignment with Relation Attention NetworkCode0
Large Vision-Language Models for Knowledge-Grounded Data Annotation of MemesCode0
Dark Side Augmentation: Generating Diverse Night Examples for Metric LearningCode0
Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification GraphsCode0
Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable ConvergenceCode0
Large Scale Product Graph Construction for Recommendation in E-commerceCode0
Exploiting Local Indexing and Deep Feature Confidence Scores for Fast Image-to-Video SearchCode0
Cross-lingual Retrieval for Iterative Self-Supervised TrainingCode0
Cross-Lingual Retrieval Augmented Prompt for Low-Resource LanguagesCode0
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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