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

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Showing 1676–1700 of 14297 papers

TitleStatusHype
Plug-and-Play Half-Quadratic Splitting for Ptychography—0
Active Learning via Classifier Impact and Greedy Selection for Interactive Image RetrievalCode0
Composing Open-domain Vision with RAG for Ocean Monitoring and Conservation—0
Future of Information Retrieval Research in the Age of Generative AI—0
OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented GenerationCode2
Semantic Tokens in Retrieval Augmented Generation—0
Query Performance Explanation through Large Language Model for HTAP Systems—0
Text-based Audio Retrieval by Learning from Similarities between Audio Captions—0
Optimizing Domain-Specific Image Retrieval: A Benchmark of FAISS and Annoy with Fine-Tuned Features—0
Cross-Modal Visual Relocalization in Prior LiDAR Maps Utilizing Intensity Textures—0
DIR: Retrieval-Augmented Image Captioning with Comprehensive Understanding—0
LamRA: Large Multimodal Model as Your Advanced Retrieval AssistantCode2
Multi-Facet Blending for Faceted Query-by-Example Retrieval—0
MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question ComplexityCode1
Needle: A Generative AI-Powered Multi-modal Database for Answering Complex Natural Language Queries—0
CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and RerankingCode2
QABISAR: Query-Article Bipartite Interactions for Statutory Article Retrieval—0
Improving Vietnamese Legal Document Retrieval using Synthetic Data—0
Vid-Morp: Video Moment Retrieval Pretraining from Unlabeled Videos in the WildCode1
Dynamic Token Selection for Aerial-Ground Person Re-Identification—0
2-Factor Retrieval for Improved Human-AI Decision Making in Radiology—0
DynRank: Improving Passage Retrieval with Dynamic Zero-Shot Prompting Based on Question Classification—0
Leveraging LLM for Automated Ontology Extraction and Knowledge Graph Generation—0
Retrieval-guided Cross-view Image Synthesis—0
Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language ModelsCode3
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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