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

Showing 28012825 of 14297 papers

TitleStatusHype
Leveraging Unlabeled Data for Crowd Counting by Learning to RankCode0
Adversarial Autoencoders for Compact Representations of 3D Point CloudsCode0
Leveraging Geometry for Shape Estimation from a Single RGB ImageCode0
Boosting Search Performance Using Query VariationsCode0
Boosting legal case retrieval by query content selection with large language modelsCode0
Annotative IndexingCode0
Annotation Order Matters: Recurrent Image Annotator for Arbitrary Length Image TaggingCode0
Leveraging Automatic CAD Annotations for Supervised Learning in 3D Scene UnderstandingCode0
Leveraging Capsule Routing to Associate Knowledge with Medical Literature HierarchicallyCode0
Software Model Evolution with Large Language Models: Experiments on Simulated, Public, and Industrial DatasetsCode0
Let's Transfer Transformations of Shared Semantic RepresentationsCode0
Less is More: Rejecting Unreliable Reviews for Product Question AnsweringCode0
Less is More: Removing Text-regions Improves CLIP Training Efficiency and RobustnessCode0
Leveraging Acoustic Images for Effective Self-Supervised Audio Representation LearningCode0
LLMs in Biomedicine: A study on clinical Named Entity RecognitionCode0
BOLT: An Automated Deep Learning Framework for Training and Deploying Large-Scale Search and Recommendation Models on Commodity CPU HardwareCode0
LEGAL-UQA: A Low-Resource Urdu-English Dataset for Legal Question AnsweringCode0
Legal Case Document Similarity: You Need Both Network and TextCode0
LeNER-Br: a Dataset for Named Entity Recognition in Brazilian Legal TextCode0
LeCaRDv2: A Large-Scale Chinese Legal Case Retrieval DatasetCode0
Learning Without LossCode0
Learn to Understand Negation in Video RetrievalCode0
Advancing Topic Segmentation and Outline Generation in Chinese Texts: The Paragraph-level Topic Representation, Corpus, and BenchmarkCode0
Extractive Explanations for Interpretable Text RankingCode0
Learning Visual Importance for Graphic Designs and Data VisualizationsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified