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 3976–4000 of 14297 papers

TitleStatusHype
DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets—0
DM2RM: Dual-Mode Multimodal Ranking for Target Objects and Receptacles Based on Open-Vocabulary Instructions—0
Boosted Dense Retriever—0
DML-GANR: Deep Metric Learning With Generative Adversarial Network Regularization for High Spatial Resolution Remote Sensing Image Retrieval—0
DMQR-RAG: Diverse Multi-Query Rewriting for RAG—0
DMV: Visual Object Tracking via Part-level Dense Memory and Voting-based Retrieval—0
DNN-based 3D Cloud Retrieval for Variable Solar Illumination and Multiview Spaceborne Imaging—0
Automatic Ontology Learning from Domain-Specific Short Unstructured Text Data—0
Analysis of Gait Pattern to Recognize the Human Activities—0
Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings—0
DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents—0
Engineering RAG Systems for Real-World Applications: Design, Development, and Evaluation—0
DALG: Deep Attentive Local and Global Modeling for Image Retrieval—0
A Comparative Analysis of Retrievability and PageRank Measures—0
DocChat: An Information Retrieval Approach for Chatbot Engines Using Unstructured Documents—0
Automatic Mathematical Information Retrieval to Perform Translations up to Computer Algebra Systems—0
DocFinQA: A Long-Context Financial Reasoning Dataset—0
DocILE 2023 Teaser: Document Information Localization and Extraction—0
Boosting Search Engines with Interactive Agents—0
DA-LD-Hildesheim at SemEval-2019 Task 6: Tracking Offensive Content with Deep Learning using Shallow Representation—0
Analysis of Footnote Chasing and Citation Searching in an Academic Search Engine—0
DocReLM: Mastering Document Retrieval with Language Model—0
DocReRank: Single-Page Hard Negative Query Generation for Training Multi-Modal RAG Rerankers—0
A data-driven strategy to combine word embeddings in information retrieval—0
End-to-End User Behavior Retrieval in Click-Through RatePrediction Model—0
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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