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 58015850 of 14297 papers

TitleStatusHype
AI-assisted Automated Workflow for Real-time X-ray Ptychography Data Analysis via Federated Resources0
GRAPHENE: A Precise Biomedical Literature Retrieval Engine with Graph Augmented Deep Learning and External Knowledge Empowerment0
Graph Exploration Matters: Improving both individual-level and system-level diversity in WeChat Feed Recommender0
GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning0
Image Change Captioning by Learning From an Auxiliary Task0
Graph-Level Embedding for Time-Evolving Graphs0
FaIRCoP: Facial Image Retrieval using Contrastive Personalization0
Graph Meets LLM: A Novel Approach to Collaborative Filtering for Robust Conversational Understanding0
Graph Neural Network Enhanced Retrieval for Question Answering of LLMs0
Graph Neural Networks in Vision-Language Image Understanding: A Survey0
FairCLIP: Social Bias Elimination based on Attribute Prototype Learning and Representation Neutralization0
A Chirplet Transform-based Mode Retrieval Method for Multicomponent Signals with Crossover Instantaneous Frequencies0
Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation0
FAemb: A Function Approximation-Based Embedding Method for Image Retrieval0
Contrastive masked auto-encoders based self-supervised hashing for 2D image and 3D point cloud cross-modal retrieval0
A Sensitivity Analysis of the MSMARCO Passage Collection0
FaD-VLP: Fashion Vision-and-Language Pre-training towards Unified Retrieval and Captioning0
Graph Reasoning for Question Answering with Triplet Retrieval0
Graph Regularized Low Rank Representation for Aerosol Optical Depth Retrieval0
Graph Regularized Nonnegative Matrix Factorization for Data Representation0
Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions0
CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training0
Factual Error Correction for Abstractive Summaries Using Entity Retrieval0
CodeGRAG: Bridging the Gap between Natural Language and Programming Language via Graphical Retrieval Augmented Generation0
Graph-RISE: Graph-Regularized Image Semantic Embedding0
Graph Similarities and Dual Approach for Sequential Text-to-Image Retrieval0
Image Classification and Retrieval from User-Supplied Tags0
Image Retrieval for Arguments Using Stance-Aware Query Expansion0
Contrastive Video-Language Learning with Fine-grained Frame Sampling0
GRASP: Municipal Budget AI Chatbots for Enhancing Civic Engagement0
FACTS About Building Retrieval Augmented Generation-based Chatbots0
The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection0
Code-Craft: Hierarchical Graph-Based Code Summarization for Enhanced Context Retrieval0
Contrato360 2.0: A Document and Database-Driven Question-Answer System using Large Language Models and Agents0
ConTReGen: Context-driven Tree-structured Retrieval for Open-domain Long-form Text Generation0
Factory of realities: on the emergence of virtual spatiotemporal structures0
Factorized Distillation: Training Holistic Person Re-identification Model by Distilling an Ensemble of Partial ReID Models0
A Semi-supervised learning approach to enhance health care Community-based Question Answering: A case study in alcoholism0
Factored couplings in multi-marginal optimal transport via difference of convex programming0
GridMind: A Multi-Agent NLP Framework for Unified, Cross-Modal NFL Data Insights0
GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking0
AI Assistants for Spaceflight Procedures: Combining Generative Pre-Trained Transformer and Retrieval-Augmented Generation on Knowledge Graphs With Augmented Reality Cues0
Codebook based Audio Feature Representation for Music Information Retrieval0
GRM: Gradient Rectification Module for Visual Place Retrieval0
Grounded and Transparent Response Generation for Conversational Information-Seeking Systems0
Grounded in Context: Retrieval-Based Method for Hallucination Detection0
A Semi-Supervised BERT Approach for Arabic Named Entity Recognition0
Image Annotation using Multi-Layer Sparse Coding0
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation0
Image as a Foreign Language: BEiT Pretraining for Vision and Vision-Language Tasks0
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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