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 2851–2875 of 14297 papers

TitleStatusHype
Less is More: Rejecting Unreliable Reviews for Product Question AnsweringCode0
An Information Retrieval and Extraction Tool for Covid-19 Related PapersCode0
A Compact Embedding for Facial Expression SimilarityCode0
Let's Transfer Transformations of Shared Semantic RepresentationsCode0
An Indexing Scheme and Descriptor for 3D Object Retrieval Based on Local Shape QueryingCode0
Biomedical Named Entity Recognition at ScaleCode0
A Commonsense-Infused Language-Agnostic Learning Framework for Enhancing Prediction of Political Polarity in Multilingual News HeadlinesCode0
An In-depth Analysis of Passage-Level Label Transfer for Contextual Document RankingCode0
Biological Random Walks: multi-omics integration for disease gene prioritizationCode0
Length is a Curse and a Blessing for Document-level SemanticsCode0
Bio-Eng-LMM AI Assist chatbot: A Comprehensive Tool for Research and EducationCode0
Advancing continual lifelong learning in neural information retrieval: definition, dataset, framework, and empirical evaluationCode0
Legal Case Document Similarity: You Need Both Network and TextCode0
LeCaRDv2: A Large-Scale Chinese Legal Case Retrieval DatasetCode0
BinGAN: Learning Compact Binary Descriptors with a Regularized GANCode0
Extractive Explanations for Interpretable Text RankingCode0
LEGAL-UQA: A Low-Resource Urdu-English Dataset for Legal Question AnsweringCode0
Learning with Average Precision: Training Image Retrieval with a Listwise LossCode0
Binary Generative Adversarial Networks for Image RetrievalCode0
Learning vs Retrieval: The Role of In-Context Examples in Regression with LLMsCode0
Learning Without LossCode0
Binary Document Image Super Resolution for Improved Readability and OCR PerformanceCode0
An F-shape Click Model for Information Retrieval on Multi-block Mobile PagesCode0
Learning Visual Actions Using Multiple Verb-Only LabelsCode0
An Extractive-and-Abstractive Framework for Source Code SummarizationCode0
Show:102550
← PrevPage 115 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