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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 8426–8450 of 14297 papers

TitleStatusHype
CG-Net: Conditional GIS-aware Network for Individual Building Segmentation in VHR SAR Images—0
A Proposed Conceptual Framework for a Representational Approach to Information Retrieval—0
Agent Assist through Conversation Analysis—0
Multi-Lingual Malaysian Embedding: Leveraging Large Language Models for Semantic Representations—0
Multilingual Open QA on the MIA Shared Task—0
Multimodal Entity Tagging with Multimodal Knowledge Base—0
Enhancing Code Translation in Language Models with Few-Shot Learning via Retrieval-Augmented Generation—0
Enhancing Code Consistency in AI Research with Large Language Models and Retrieval-Augmented Generation—0
Read and Think: An Efficient Step-wise Multimodal Language Model for Document Understanding and Reasoning—0
Enhancing Cluster Resilience: LLM-agent Based Autonomous Intelligent Cluster Diagnosis System and Evaluation Framework—0
Enhancing Cache-Augmented Generation (CAG) with Adaptive Contextual Compression for Scalable Knowledge Integration—0
CFO: A Framework for Building Production NLP Systems—0
A Proposal of Automatic Error Correction in Text—0
SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation—0
Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval—0
C-FedRAG: A Confidential Federated Retrieval-Augmented Generation System—0
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models—0
A Proposal for Intelligent Agents with Episodic Memory—0
A Genetic Algorithm for Obtaining Memory Constrained Near-Perfect Hashing—0
Neural Approaches to Multilingual Information Retrieval—0
Multilingual Evaluation of Semantic Textual Relatedness—0
Enhancing Aspect Term Extraction with Soft Prototypes—0
Enhancing Answer Attribution for Faithful Text Generation with Large Language Models—0
A Proposal-based Approach for Activity Image-to-Video Retrieval—0
Enhancing 2D Representation via Adjacent Views for 3D Shape Retrieval—0
Show:102550
← PrevPage 338 of 572Next →
All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified