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 1080110850 of 14297 papers

TitleStatusHype
Exploiting Distribution Constraints for Scalable and Efficient Image Retrieval0
Exploiting Hierarchical Dependence Structures for Unsupervised Rank Fusion in Information Retrieval0
Exploiting Latent Codes: Interactive Fashion Product Generation, Similar Image Retrieval, and Cross-Category Recommendation using Variational Autoencoders0
Exploiting LLMs' Reasoning Capability to Infer Implicit Concepts in Legal Information Retrieval0
Exploiting Local Features from Deep Networks for Image Retrieval0
Exploiting Modern Hardware for High-Dimensional Nearest Neighbor Search0
Exploiting Neural Query Translation into Cross Lingual Information Retrieval0
Exploiting Non-Taxonomic Relations for Measuring Semantic Similarity and Relatedness in WordNet0
Exploiting Pre-trained Models for Drug Target Affinity Prediction with Nearest Neighbors0
Exploiting "Quantum-like Interference" in Decision Fusion for Ranking Multimodal Documents0
Exploiting Simulated User Feedback for Conversational Search: Ranking, Rewriting, and Beyond0
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning0
Exploiting Synchronized Lyrics And Vocal Features For Music Emotion Detection0
Exploiting Temporal Dependencies for Cross-Modal Music Piece Identification0
Exploiting Transformation Invariance and Equivariance for Self-supervised Sound Localisation0
Exploiting Visual Semantic Reasoning for Video-Text Retrieval0
Exploration of Proximity Heuristics in Length Normalization0
Exploration of the possibility of infusing Social Media Trends into generating NFT Recommendations0
Explore Entity Embedding Effectiveness in Entity Retrieval0
Exploring Advanced Large Language Models with LLMsuite0
Exploring AI Text Generation, Retrieval-Augmented Generation, and Detection Technologies: a Comprehensive Overview0
Exploring Auxiliary Context: Discrete Semantic Transfer Hashing for Scalable Image Retrieval0
Exploring ChatGPT for Next-generation Information Retrieval: Opportunities and Challenges0
Exploring Combinations of Ontological Features and Keywords for Text Retrieval0
Exploring Confidence Measures for Word Spotting in Heterogeneous Datasets0
Exploring Content Based Image Retrieval for Highly Imbalanced Melanoma Data using Style Transfer, Semantic Image Segmentation and Ensemble Learning0
Exploring Current User Web Search Behaviours in Analysis Tasks to be Supported in Conversational Search0
Exploring Diverse Expressions for Paraphrase Generation0
Exploring EEG for Object Detection and Retrieval0
Exploring Federated Self-Supervised Learning for General Purpose Audio Understanding0
Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning0
Debiasing Gender Bias in Information Retrieval Models0
Exploring Inherent Properties of the Monophonic Melody of Songs0
Exploring Knowledge Boundaries in Large Language Models for Retrieval Judgment0
Exploring LLM-based Agents for Root Cause Analysis0
Exploring Low-light Object Detection Techniques0
Exploring new Approaches for Information Retrieval through Natural Language Processing0
Exploring Optimal Transport-Based Multi-Grained Alignments for Text-Molecule Retrieval0
Exploring Query Categorisation for Query Expansion: A Study0
Exploring Relations in Untrimmed Videos for Self-Supervised Learning0
Exploring the Capabilities and Limitations of Large Language Models in the Electric Energy Sector0
Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval0
Exploring the context of visual information seeking0
Exploring the Distinctiveness and Fidelity of the Descriptions Generated by Large Vision-Language Models0
Exploring the Effectiveness of Convolutional Neural Networks for Answer Selection in End-to-End Question Answering0
Exploring the Ideal Depth of Neural Network when Predicting Question Deletion on Community Question Answering0
Exploring the In-context Learning Ability of Large Language Model for Biomedical Concept Linking0
Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs0
Exploring the landscape of large language models: Foundations, techniques, and challenges0
Exploring the Nexus Between Retrievability and Query Generation Strategies0
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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