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 63016350 of 14297 papers

TitleStatusHype
Image Retrieval with Mixed Initiative and Multimodal Feedback0
Clustering Billions of Reads for DNA Data Storage0
Exploring the Ideal Depth of Neural Network when Predicting Question Deletion on Community Question Answering0
Image Segmentation by Uniform Color Clustering Approach and Benchmark Results0
Exploring the Effectiveness of Convolutional Neural Networks for Answer Selection in End-to-End Question Answering0
Image Similarity Using Sparse Representation and Compression Distance0
Image Specificity0
Cross-Modal Adapter: Parameter-Efficient Transfer Learning Approach for Vision-Language Models0
Cross-Modal Adaptive Dual Association for Text-to-Image Person Retrieval0
Image Tag Completion and Refinement by Subspace Clustering and Matrix Completion0
Image-Text Matching with Multi-View Attention0
Image-text Retrieval: A Survey on Recent Research and Development0
Clustering and Retrieval Method of Immunological Memory Cell in Clonal Selection Algorithm0
Image-Text Retrieval with Binary and Continuous Label Supervision0
ArtRAG: Retrieval-Augmented Generation with Structured Context for Visual Art Understanding0
Exploring the Distinctiveness and Fidelity of the Descriptions Generated by Large Vision-Language Models0
Image Transformation Sequence Retrieval with General Reinforcement Learning0
Exploring the context of visual information seeking0
Image understanding and the web0
Imagination Based Sample Construction for Zero-Shot Learning0
Clustering Analysis of Interactive Learning Activities Based on Improved BIRCH Algorithm0
Imagine and Seek: Improving Composed Image Retrieval with an Imagined Proxy0
Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval0
Imaging in random media by two-point coherent interferometry0
Exploring the Capabilities and Limitations of Large Language Models in the Electric Energy Sector0
Immediate, Scalable Object Category Detection0
Clustering Algorithms and RAG Enhancing Semi-Supervised Text Classification with Large LLMs0
Impact of detecting clinical trial elements in exploration of COVID-19 literature0
Impact of Response Latency on User Behaviour in Mobile Web Search0
Impact of Semantic Granularity on Geographic Information Search Support0
Artpedia0
A Multi-Task Architecture on Relevance-based Neural Query Translation0
Implementation Notes for the Soft Cosine Measure0
Implementation of an efficient Fuzzy Logic based Information Retrieval System0
A Hybrid Approach to Generation of Missing Abstracts in Biomedical Literature0
Cluster-Based Information Retrieval by using (K-means)- Hierarchical Parallel Genetic Algorithms Approach0
Cross-modal Deep Metric Learning with Multi-task Regularization0
Implicit Negative Feedback in Clinical Information Retrieval0
Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion, and Blind Deconvolution0
Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval and Matrix Completion0
Implicit semantic-based personalized micro-videos recommendation0
Cross-Modal Denoising: A Novel Training Paradigm for Enhancing Speech-Image Retrieval0
Artificial Musical Intelligence: A Survey0
Cluster-Aware Similarity Diffusion for Instance Retrieval0
Improv Chat: Second Response Generation for Chatbot0
Improved Answer Selection with Pre-Trained Word Embeddings0
Improved Deep Classwise Hashing With Centers Similarity Learning for Image Retrieval0
Improved Deep Metric Learning with Multi-class N-pair Loss Objective0
A Hybrid Approach for Improved Content-based Image Retrieval using Segmentation0
Interferences in match kernels0
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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