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 10301–10325 of 14297 papers

TitleStatusHype
Direction-Oriented Visual-semantic Embedding Model for Remote Sensing Image-text Retrieval—0
Direct optimization of F-measure for retrieval-based personal question answering—0
Direct vs. indirect evaluation of distributional thesauri—0
DIR: Retrieval-Augmented Image Captioning with Comprehensive Understanding—0
Discovering beautiful attributes for aesthetic image analysis—0
Discovering Biases in Information Retrieval Models Using Relevance Thesaurus as Global Explanation—0
Discovering Entities with Just a Little Help from You—0
Discovering Latent Concepts and Exploiting Ontological Features for Semantic Text Search—0
Discovering Latent Information By Spreading Activation Algorithm For Document Retrieval—0
Discovering seminal works with marker papers—0
Discrete Infomax Codes for Supervised Representation Learning—0
Discrete Latent Factor Model for Cross-Modal Hashing—0
Discretely Coding Semantic Rank Orders for Supervised Image Hashing—0
Discrete Wavelet Transform and Gradient Difference based approach for text localization in videos—0
Discriminate-and-Rectify Encoders: Learning from Image Transformation Sets—0
Discrimination-Aware Mechanism for Fine-Grained Representation Learning—0
Discriminative Cross-View Binary Representation Learning—0
Discriminative Functional Connectivity Measures for Brain Decoding—0
Discriminative Learning of Open-Vocabulary Object Retrieval and Localization by Negative Phrase Augmentation—0
Discriminative Map Retrieval Using View-Dependent Map Descriptor—0
Discriminative multi-view Privileged Information learning for image re-ranking—0
Discriminative Semantic Transitive Consistency for Cross-Modal Learning—0
Discriminative Supervised Hashing for Cross-Modal similarity Search—0
Discriminative Supervised Subspace Learning for Cross-modal Retrieval—0
Disease-oriented image embedding with pseudo-scanner standardization for content-based image retrieval on 3D brain MRI—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