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 1400114050 of 14297 papers

TitleStatusHype
When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and DatasetsCode0
TeDA: Boosting Vision-Lanuage Models for Zero-Shot 3D Object Retrieval via Testing-time Distribution AlignmentCode0
TegTok: Augmenting Text Generation via Task-specific and Open-world KnowledgeCode0
Uplifting Lower-Income Data: Strategies for Socioeconomic Perspective Shifts in Large Multi-modal ModelsCode0
Refining Joint Text and Source Code Embeddings for Retrieval Task with Parameter-Efficient Fine-TuningCode0
Screencast Tutorial Video UnderstandingCode0
UP-Person: Unified Parameter-Efficient Transfer Learning for Text-based Person RetrievalCode0
scikit-hubness: Hubness Reduction and Approximate Neighbor SearchCode0
PersonaX: A Recommendation Agent Oriented User Modeling Framework for Long Behavior SequenceCode0
VLASE: Vehicle Localization by Aggregating Semantic EdgesCode0
Orthogonal Matrix Retrieval with Spatial Consensus for 3D Unknown-View TomographyCode0
Zero-shot sketch-based remote sensing image retrieval based on multi-level and attention-guided tokenizationCode0
Translating Place-Related Questions to GeoSPARQL QueriesCode0
Science Checker Reloaded: A Bidirectional Paradigm for Transparency and Logical ReasoningCode0
Scholarly Question Answering using Large Language Models in the NFDI4DataScience GatewayCode0
Scent of Knowledge: Optimizing Search-Enhanced Reasoning with Information ForagingCode0
SCENIR: Visual Semantic Clarity through Unsupervised Scene Graph RetrievalCode0
Temporal Attention for Cross-View Sequential Image LocalizationCode0
Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge GraphCode0
Prompt-based Effective Input Reformulation for Legal Case RetrievalCode0
Scene-centric vs. Object-centric Image-Text Cross-modal Retrieval: A Reproducibility StudyCode0
URL: Universal Referential Knowledge Linking via Task-instructed Representation CompressionCode0
Zero-Shot Sketch-Image HashingCode0
Product-based Neural Networks for User Response Prediction over Multi-field Categorical DataCode0
Temporal Information Retrieval via Time-Specifier Model MergingCode0
SCDV : Sparse Composite Document Vectors using soft clustering over distributional representationsCode0
Orchestrator-Agent Trust: A Modular Agentic AI Visual Classification System with Trust-Aware Orchestration and RAG-Based ReasoningCode0
Use of Deep Learning in Modern Recommendation System: A Summary of Recent WorksCode0
REFinD: Relation Extraction Financial DatasetCode0
Scatter PtychographyCode0
Referring Expression Generation in Visually Grounded Dialogue with Discourse-aware Comprehension GuidingCode0
Scaling Multi-Document Event Summarization: Evaluating Compression vs. Full-Text ApproachesCode0
ProCQA: A Large-scale Community-based Programming Question Answering Dataset for Code SearchCode0
ORCAS-I: Queries Annotated with Intent using Weak SupervisionCode0
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed SystemsCode0
On Train-Test Class Overlap and Detection for Image RetrievalCode0
Referral Augmentation for Zero-Shot Information RetrievalCode0
Scaling Laws For Dense RetrievalCode0
User Engagement Prediction for Clarification in SearchCode0
TernaryNet: Faster Deep Model Inference without GPUs for Medical 3D Segmentation using Sparse and Binary ConvolutionsCode0
RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social MediaCode0
Scaling Active Search using Linear Similarity FunctionsCode0
Personalized Saliency in Task-Oriented Semantic Communications: Image Transmission and Performance AnalysisCode0
Testing Prompt Engineering Methods for Knowledge Extraction from TextCode0
Optimizing Retrieval-augmented Reader Models via Token EliminationCode0
ScaleFace: Uncertainty-aware Deep Metric LearningCode0
Scalable Recognition with a Vocabulary TreeCode0
Scalable Learning of Non-Decomposable ObjectivesCode0
SCA3D: Enhancing Cross-modal 3D Retrieval via 3D Shape and Caption Paired Data AugmentationCode0
SBI-RAG: Enhancing Math Word Problem Solving for Students through Schema-Based Instruction and Retrieval-Augmented GenerationCode0
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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