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 8851–8875 of 14297 papers

TitleStatusHype
Does your robot know? Enhancing children's information retrieval through spoken conversation with responsible robots—0
Interpretable Self-supervised Multi-task Learning for COVID-19 Information Retrieval and Extraction—0
Hotel Recognition via Latent Image Embedding—0
G2DA: Geometry-Guided Dual-Alignment Learning for RGB-Infrared Person Re-Identification—0
Compositional Sketch SearchCode0
Towards Axiomatic Explanations for Neural Ranking Models—0
Multivariate Business Process Representation Learning utilizing Gramian Angular Fields and Convolutional Neural Networks—0
Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual QualitiesCode1
Precise phase retrieval for propagation-based images using discrete mathematics—0
Can BERT Dig It? -- Named Entity Recognition for Information Retrieval in the Archaeology Domain—0
Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLPCode1
A deep learning approach to clustering visual arts—0
Deep Hashing with Hash Center Update for Efficient Image Retrieval—0
Refining Pseudo Labels with Clustering Consensus over Generations for Unsupervised Object Re-identificationCode1
AugNet: End-to-End Unsupervised Visual Representation Learning with Image AugmentationCode1
A comprehensive solution to retrieval-based chatbot construction—0
A Framework to Enhance Generalization of Deep Metric Learning methods using General Discriminative Feature Learning and Class Adversarial Neural NetworksCode0
Linguistically Informed Masking for Representation Learning in the Patent DomainCode0
Cross-Modal Discrete Representation Learning—0
AUGNLG: Few-shot Natural Language Generation using Self-trained Data AugmentationCode1
Date Estimation in the Wild of Scanned Historical Photos: An Image Retrieval ApproachCode0
Revisiting Contrastive Methods for Unsupervised Learning of Visual RepresentationsCode2
Time-Frequency Phase Retrieval for Audio -- The Effect of Transform ParametersCode0
Learning to Rank Words: Optimizing Ranking Metrics for Word SpottingCode0
Single-Server Private Linear Transformation: The Joint Privacy Case—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