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 1245112500 of 14297 papers

TitleStatusHype
Context Retrieval via Normalized Contextual Latent Interaction for Conversational AgentCode0
Balancing Fairness and Accuracy in Sentiment Detection using Multiple Black Box ModelsCode0
A Large Dataset for Improving Patch MatchingCode0
DTOS: Dynamic Time Object Sensing with Large Multimodal ModelCode0
DS-TOD: Efficient Domain Specialization for Task-Oriented DialogCode0
JIR-Arena: The First Benchmark Dataset for Just-in-time Information RecommendationCode0
From Region to Patch: Attribute-Aware Foreground-Background Contrastive Learning for Fine-Grained Fashion RetrievalCode0
From Relevance to Utility: Evidence Retrieval with Feedback for Fact VerificationCode0
Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery BanksCode0
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering CapabilityCode0
From Roots to Rewards: Dynamic Tree Reasoning with RLCode0
DS-TOD: Efficient Domain Specialization for Task Oriented DialogCode0
JNLP Team: Deep Learning for Legal Processing in COLIEE 2020Code0
From seeing to remembering: Images with harder-to-reconstruct representations leave stronger memory tracesCode0
From Selective Deep Convolutional Features to Compact Binary Representations for Image RetrievalCode0
A Language-based solution to enable Metaverse RetrievalCode0
Bags of Local Convolutional Features for Scalable Instance SearchCode0
From Spectra to Biophysical Insights: End-to-End Learning with a Biased Radiative Transfer ModelCode0
Joint Embedding of 3D Scan and CAD ObjectsCode0
From Swath to Full-Disc: Advancing Precipitation Retrieval with Multimodal Knowledge ExpansionCode0
From Third Person to First Person: Dataset and Baselines for Synthesis and RetrievalCode0
From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information RetrievalCode0
Multi-Hop Paragraph Retrieval for Open-Domain Question AnsweringCode0
Adapting Visual Question Answering Models for Enhancing Multimodal Community Q&A PlatformsCode0
Dsfer-Net: A Deep Supervision and Feature Retrieval Network for Bitemporal Change Detection Using Modern Hopfield NetworksCode0
Whispers in Grammars: Injecting Covert Backdoors to Compromise Dense Retrieval SystemsCode0
Dr Web: a modern, query-based web data retrieval engineCode0
A Zero-Shot Sketch-based Inter-Modal Object Retrieval Scheme for Remote Sensing ImagesCode0
ContextRefine-CLIP for EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2025Code0
Drill-down: Interactive Retrieval of Complex Scenes using Natural Language QueriesCode0
FS-RAG: A Frame Semantics Based Approach for Improved Factual Accuracy in Large Language ModelsCode0
NewsQuote: A Dataset Built on Quote Extraction and Attribution for Expert Recommendation in Fact-CheckingCode0
Context Recovery and Knowledge Retrieval: A Novel Two-Stream Framework for Video Anomaly DetectionCode0
Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in RecommendationCode0
ContextIQ: A Multimodal Expert-Based Video Retrieval System for Contextual AdvertisingCode0
Functional Object-Oriented Network: Construction & ExpansionCode0
A Zero-Shot Framework for Sketch-based Image RetrievalCode0
Joint Learning of Sentence Embeddings for Relevance and EntailmentCode0
Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval ModelsCode0
ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and RetrievalCode0
Multi-hop Selector Network for Multi-turn Response Selection in Retrieval-based ChatbotsCode0
Context-Driven Interactive Query Simulations Based on Generative Large Language ModelsCode0
A Workbench for Autograding Retrieve/Generate SystemsCode0
AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video HashingCode0
MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQLCode0
DREW : Towards Robust Data Provenance by Leveraging Error-Controlled WatermarkingCode0
DRAFT: Dense Retrieval Augmented Few-shot Topic classifier FrameworkCode0
An overview of deep learning in medical imaging focusing on MRICode0
Context-Driven Index Trimming: A Data Quality Perspective to Enhancing Precision of RALMsCode0
Fusion-in-T5: Unifying Document Ranking Signals for Improved Information RetrievalCode0
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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