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 22512300 of 14297 papers

TitleStatusHype
CDF-RAG: Causal Dynamic Feedback for Adaptive Retrieval-Augmented GenerationCode1
Cross-domain Retrieval in the Legal and Patent Domains: a Reproducibility StudyCode1
End-to-End CAD Model Retrieval and 9DoF Alignment in 3D ScansCode1
End-to-end Knowledge Retrieval with Multi-modal QueriesCode1
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor SearchCode1
Retrieval augmentation of large language models for lay language generationCode1
End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question AnsweringCode1
CenterCLIP: Token Clustering for Efficient Text-Video RetrievalCode1
Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern RetrievalCode1
CgAT: Center-Guided Adversarial Training for Deep Hashing-Based RetrievalCode1
Cross-Lingual Cross-Modal Retrieval with Noise-Robust LearningCode1
Enhancing Deformable Local Features by Jointly Learning to Detect and Describe KeypointsCode1
A Generic Visualization Approach for Convolutional Neural NetworksCode1
Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-GenerationCode1
Cross-modal Contrastive Learning for Speech TranslationCode1
Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG SystemsCode1
ImageRAG: Enhancing Ultra High Resolution Remote Sensing Imagery Analysis with ImageRAGCode1
Enhancing Uncertainty-Based Hallucination Detection with Stronger FocusCode1
Enriching Local and Global Contexts for Temporal Action LocalizationCode1
Enriching Music Descriptions with a Finetuned-LLM and Metadata for Text-to-Music RetrievalCode1
Cross-Batch Memory for Embedding LearningCode1
Cross-Architecture Self-supervised Video Representation LearningCode1
ESA: External Space Attention Aggregation for Image-Text RetrievalCode1
ESPN: Memory-Efficient Multi-Vector Information RetrievalCode1
Semantic-Fused Multi-Granularity Cross-City Traffic PredictionCode1
Evaluating Interpolation and Extrapolation Performance of Neural Retrieval ModelsCode1
CrIBo: Self-Supervised Learning via Cross-Image Object-Level BootstrappingCode1
Dependency-based Text Graphs for Keyphrase and Summary Extraction with Applications to Interactive Content RetrievalCode1
Everything at Once -- Multi-modal Fusion Transformer for Video RetrievalCode1
Everything at Once - Multi-Modal Fusion Transformer for Video RetrievalCode1
Chain-of-Skills: A Configurable Model for Open-domain Question AnsweringCode1
Evidentiality-guided Generation for Knowledge-Intensive NLP TasksCode1
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMsCode1
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human CommunicationCode1
EX-FEVER: A Dataset for Multi-hop Explainable Fact VerificationCode1
EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented GenerationCode1
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCOCode1
Citation-Enhanced Generation for LLM-based ChatbotsCode1
Cross-document Event Coreference Search: Task, Dataset and ModelingCode1
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image RetrievalCode1
Exploring Dense Retrieval for Dialogue Response SelectionCode1
Exploring Dual Encoder Architectures for Question AnsweringCode1
Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-IdentificationCode1
Exploring Hint Generation Approaches in Open-Domain Question AnsweringCode1
AESOP: Paraphrase Generation with Adaptive Syntactic ControlCode1
Building an Open-Vocabulary Video CLIP Model with Better Architectures, Optimization and DataCode1
Exploring the Spectrum of Visio-Linguistic Compositionality and RecognitionCode1
Exploring Visual Interpretability for Contrastive Language-Image Pre-trainingCode1
C-RAG: Certified Generation Risks for Retrieval-Augmented Language ModelsCode1
Answering Questions on COVID-19 in Real-TimeCode1
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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