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 8701–8750 of 14297 papers

TitleStatusHype
NEUCORE: Neural Concept Reasoning for Composed Image Retrieval—0
Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method—0
Multimodal Learned Sparse Retrieval for Image Suggestion—0
Application of the Non-Hermitian Singular Spectrum Analysis to the exponential retrieval problem—0
Multi-Modality Transformer for E-Commerce: Inferring User Purchase Intention to Bridge the Query-Product Gap—0
Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks—0
Efficient Machine Translation Domain Adaptation—0
Application of Topic Models to Judgments from Public Procurement Domain—0
Multimodal Information Retrieval for Open World with Edit Distance Weak Supervision—0
Multi-modal image retrieval with random walk on multi-layer graphs—0
Efficiently Enabling Block Semantics and Data Updates in DNA Storage—0
Can We Find the Code? An Empirical Study of Google Scholar's Code Retrieval—0
CANVASEMB: Learning Layout Representation with Large-scale Pre-training for Graphic Design—0
Multi-Modal Generative Embedding Model—0
Multimodal Gaussian Process Latent Variable Models With Harmonization—0
Multi-modal Fusion and Query Refinement Network for Video Moment Retrieval and Highlight Detection—0
Multimodal Learning with Deep Boltzmann Machines—0
Efficient Match Pair Retrieval for Large-scale UAV Images via Graph Indexed Global Descriptor—0
A Comprehensive Analysis of Real-World Image Captioning and Scene Identification—0
Network-Clustered Multi-Modal Bug Localization—0
Multimodal Misinformation Detection using Large Vision-Language Models—0
Neural Approaches to Conversational Information Retrieval—0
Neural document expansion for ad-hoc information retrieval—0
Multimodal Multihop Source Retrieval for Web Question Answering—0
Neural Memory Plasticity for Anomaly Detection—0
NEWSKVQA: Knowledge-Aware News Video Question Answering—0
Multi-Modal Financial Time-Series Retrieval Through Latent Space Projections—0
Multi-Modal Mutual Information Maximization: A Novel Approach for Unsupervised Deep Cross-Modal Hashing—0
Multi-Modal Fashion Product Retrieval—0
Efficient Long Sequential User Data Modeling for Click-Through Rate Prediction—0
Can this Model Also Recognize Dogs? Zero-Shot Model Search from Weights—0
Multimodal or Text? Retrieval or BERT? Benchmarking Classifiers for the Shared Task on Hateful Memes—0
Multimodal Pivots for Image Caption Translation—0
Application of NotebookLM, a Large Language Model with Retrieval-Augmented Generation, for Lung Cancer Staging—0
Multimodal Entity Tagging with Multimodal Knowledge Base—0
Multimodal Dialogue Response Generation—0
Multimodal RAG-driven Anomaly Detection and Classification in Laser Powder Bed Fusion using Large Language Models—0
Multimodal Reasoning Agent for Zero-Shot Composed Image Retrieval—0
Efficient Length-Generalizable Attention via Causal Retrieval for Long-Context Language Modeling—0
Multi-Modal Cross-Domain Alignment Network for Video Moment Retrieval—0
Multi-Modal Relational Graph for Cross-Modal Video Moment Retrieval—0
Multi-modal Relation Distillation for Unified 3D Representation Learning—0
Efficient Long Context Language Model Retrieval with Compression—0
Multimodal Representation Alignment for Cross-modal Information Retrieval—0
Multi-modal Representation Learning for Social Post Location Inference—0
Multimodal Representation Learning of Cardiovascular Magnetic Resonance Imaging—0
Multimodal Prediction based on Graph Representations—0
Multi-Modal Retrieval Augmentation for Open-Ended and Knowledge-Intensive Video Question Answering—0
Can't Hide Behind the API: Stealing Black-Box Commercial Embedding Models—0
NELS-Never-Ending Learner of Sounds—0
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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