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 1045110500 of 14297 papers

TitleStatusHype
Multimodal music information processing and retrieval: survey and future challenges0
Multi-Modal Music Information Retrieval: Augmenting Audio-Analysis with Visual Computing for Improved Music Video Analysis0
Multi-Modal Mutual Information Maximization: A Novel Approach for Unsupervised Deep Cross-Modal Hashing0
Multimodal Neural Machine Translation with Search Engine Based Image Retrieval0
Multimodal or Text? Retrieval or BERT? Benchmarking Classifiers for the Shared Task on Hateful Memes0
Multimodal Pivots for Image Caption Translation0
Multimodal Query Suggestion with Multi-Agent Reinforcement Learning from Human Feedback0
Multimodal RAG-driven Anomaly Detection and Classification in Laser Powder Bed Fusion using Large Language Models0
Multimodal Reasoning Agent for Zero-Shot Composed Image Retrieval0
Multi-modal Reference Learning for Fine-grained Text-to-Image Retrieval0
Multi-Modal Relational Graph for Cross-Modal Video Moment Retrieval0
Multi-modal Relation Distillation for Unified 3D Representation Learning0
Multimodal Relation Extraction with Cross-Modal Retrieval and Synthesis0
Multimodal Representation Alignment for Cross-modal Information Retrieval0
Multi-modal Representation Learning for Social Post Location Inference0
Multimodal Representation Learning of Cardiovascular Magnetic Resonance Imaging0
Multimodal Prediction based on Graph Representations0
Multi-Modal Retrieval Augmentation for Open-Ended and Knowledge-Intensive Video Question Answering0
Multi-Modal Retrieval For Large Language Model Based Speech Recognition0
Multi-modal Retrieval of Tables and Texts Using Tri-encoder Models0
Multi-Modal Retrieval using Graph Neural Networks0
Multimodal Search on Iconclass using Vision-Language Pre-Trained Models0
Multi-modal Self-Supervision from Generalized Data Transformations0
Multimodal Skip-gram Using Convolutional Pseudowords0
Multimodal sparse representation learning and applications0
Multi-Module System for Open Domain Chinese Question Answering over Knowledge Base0
Multimorbidity Content-Based Medical Image Retrieval Using Proxies0
Multi-Objective Personalized Product Retrieval in Taobao Search0
Multi-OphthaLingua: A Multilingual Benchmark for Assessing and Debiasing LLM Ophthalmological QA in LMICs0
Multi-path Exploration and Feedback Adjustment for Text-to-Image Person Retrieval0
Multi-Perspective Semantic Information Retrieval in the Biomedical Domain0
Multi-Perspective Semantic Information Retrieval0
Multiple Code Hashing for Efficient Image Retrieval0
Multiple Discrimination and Pairwise CNN for View-based 3D Object Retrieval0
Multiple Document Representations from News Alerts for Automated Bio-surveillance Event Detection0
Multiple Measurements and Joint Dimensionality Reduction for Large Scale Image Search with Short Vectors - Extended Version0
Classification and Generation of real-world data with an Associative Memory Model0
Multiple Scattering Media Imaging via End-to-End Neural Network0
Multiple-Scattering Microphysics Tomography0
Multiple Visual-Semantic Embedding for Video Retrieval from Query Sentence0
Multi-Query Focused Disaster Summarization via Instruction-Based Prompting0
Sparse Multi-Reference Alignment : Phase Retrieval, Uniform Uncertainty Principles and the Beltway Problem0
Multiresolution Graph Attention Networks for Relevance Matching0
Multi-Resolution Subspace-Based Optimization Method for the Retrieval of 2D Perfect Electric Conductors0
Multi-scale 2D Representation Learning for weakly-supervised moment retrieval0
Multiscale Matching Driven by Cross-Modal Similarity Consistency for Audio-Text Retrieval0
Multi-scale Orderless Pooling of Deep Convolutional Activation Features0
Multi-Scale Temporal Difference Transformer for Video-Text Retrieval0
Multi-Scenario Ranking with Adaptive Feature Learning0
Multisensory Learning Framework for Robot Drumming0
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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