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 82018250 of 14297 papers

TitleStatusHype
Grounded and Transparent Response Generation for Conversational Information-Seeking Systems0
Controllable Augmentations for Video Representation Learning0
GRM: Gradient Rectification Module for Visual Place Retrieval0
GRM: Generative Relevance Modeling Using Relevance-Aware Sample Estimation for Document Retrieval0
Control Architecture of the Double-Cross-Correlation Processor for Sampling-Rate-Offset Estimation in Acoustic Sensor Networks0
GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking0
GridMind: A Multi-Agent NLP Framework for Unified, Cross-Modal NFL Data Insights0
Gridless Chirp Parameter Retrieval via Constrained Two-Dimensional Atomic Norm Minimization0
Contri(e)ve: Context + Retrieve for Scholarly Question Answering0
Contributions to the Improvement of Question Answering Systems in the Biomedical Domain0
Alternating Phase Projected Gradient Descent with Generative Priors for Solving Compressive Phase Retrieval0
Contribution au Niveau de l'Approche Indirecte à Base de Transfert dans la Traduction Automatique0
ConTReGen: Context-driven Tree-structured Retrieval for Open-domain Long-form Text Generation0
ATLANTIC: Structure-Aware Retrieval-Augmented Language Model for Interdisciplinary Science0
Contrato360 2.0: A Document and Database-Driven Question-Answer System using Large Language Models and Agents0
The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection0
A Thousand Words Are Worth More Than a Picture: Natural Language-Centric Outside-Knowledge Visual Question Answering0
Alternating Phase Langevin Sampling with Implicit Denoiser Priors for Phase Retrieval0
GRASP: Municipal Budget AI Chatbots for Enhancing Civic Engagement0
Contrastive Video-Language Learning with Fine-grained Frame Sampling0
Graph Wasserstein Correlation Analysis for Movie Retrieval0
A Thorough Examination on Zero-shot Dense Retrieval0
Graph Similarities and Dual Approach for Sequential Text-to-Image Retrieval0
Graph-RISE: Graph-Regularized Image Semantic Embedding0
Graph Retrieval-Augmented LLM for Conversational Recommendation Systems0
A theory of sequence indexing and working memory in recurrent neural networks0
Alternating Co-Quantization for Cross-Modal Hashing0
Adaptive Asymmetric Label-guided Hashing for Multimedia Search0
A Brief History of Prompt: Leveraging Language Models. (Through Advanced Prompting)0
Towards Efficient Educational Chatbots: Benchmarking RAG Frameworks0
Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions0
CoST: Contrastive Quantization based Semantic Tokenization for Generative Recommendation0
Graph Regularized Nonnegative Matrix Factorization for Data Representation0
Graph Regularized Low Rank Representation for Aerosol Optical Depth Retrieval0
Contrastive Pre-training for Zero-Shot Information Retrieval0
A Theory-Based Evaluation of Nearest Neighbor Models Put Into Practice0
Graph Reasoning for Question Answering with Triplet Retrieval0
GraphRAG under Fire0
Contrastive masked auto-encoders based self-supervised hashing for 2D image and 3D point cloud cross-modal retrieval0
A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning0
ALR^2: A Retrieve-then-Reason Framework for Long-context Question Answering0
Graph Pattern Loss based Diversified Attention Network for Cross-Modal Retrieval0
Athena: Retrieval-augmented Legal Judgment Prediction with Large Language Models0
Graph Neural Networks in Vision-Language Image Understanding: A Survey0
Graph Neural Network Enhanced Retrieval for Question Answering of LLMs0
Contrastive Learning to Improve Retrieval for Real-world Fact Checking0
Graph Meets LLM: A Novel Approach to Collaborative Filtering for Robust Conversational Understanding0
Contrastive Learning of Visual-Semantic Embeddings0
Athena: Constructing Dialogues Dynamically with Discourse Constraints0
Adaptive additive classification-based loss for deep metric learning0
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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