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 2951–2975 of 14297 papers

TitleStatusHype
Matching Models for Graph Retrieval—0
Advances in Human Action Recognition: A Survey—0
Binary Constrained Deep Hashing Network for Image Retrieval without Manual Annotation—0
Co-regularized Multi-view Sparse Reconstruction Embedding for Dimension Reduction—0
Binary Coding for Partial Action Analysis With Limited Observation Ratios—0
Binary Codes for Tagging X-Ray Images via Deep De-Noising Autoencoders—0
Deep Multi-View Enhancement Hashing for Image Retrieval—0
Deep Neural Network for Learning to Rank Query-Text Pairs—0
Deep Ordinal Hashing with Spatial Attention—0
Deep Reinforcement Learning for Image Hashing—0
Deep Retrieval: An End-to-End Structure Model for Large-Scale Recommendations—0
BIM-GPT: a Prompt-Based Virtual Assistant Framework for BIM Information Retrieval—0
BIMCV-R: A Landmark Dataset for 3D CT Text-Image Retrieval—0
A Collaborative Multi-Agent Approach to Retrieval-Augmented Generation Across Diverse Data—0
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering—0
Billion-Scale Pretraining with Vision Transformers for Multi-Task Visual Representations—0
Advances in 3D scattering tomography of cloud micro-physics—0
Deep Metric Multi-View Hashing for Multimedia Retrieval—0
Bilingual Topic Models for Comparable Corpora—0
Bilingual Terminology Extraction Using Neural Word Embeddings on Comparable Corpora—0
Mixed-initiative Query Rewriting in Conversational Passage Retrieval—0
An Experimental Study on Pretraining Transformers from Scratch for IR—0
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport—0
Advances and Challenges in Conversational Recommender Systems: A Survey—0
Deep Metric Learning with Soft Orthogonal Proxies—0
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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