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 5976–6000 of 14297 papers

TitleStatusHype
Bayes Merging of Multiple Vocabularies for Scalable Image Retrieval—0
Deep Learning Initialized Phase Retrieval—0
Deep Learning for Video-Text Retrieval: a Review—0
Bayesian Triplet Loss: Uncertainty Quantification in Image Retrieval—0
An Efficiency Study for SPLADE Models—0
Deep learning for video game genre classification—0
Deep Learning for MIR Tutorial—0
Deep Learning for IoT—0
Deep Learning for Image Search and Retrieval in Large Remote Sensing Archives—0
Bayesian Inversion for Nonlinear Imaging Models using Deep Generative Priors—0
An Effective Pipeline for a Real-world Clothes Retrieval System—0
A Deep Learning Object Detection Method for an Efficient Clusters Initialization—0
Bayesian inference to improve quality of Retrieval Augmented Generation—0
Deep Learning for Biomedical Information Retrieval: Learning Textual Relevance from Click Logs—0
Bayesian Deep Learning for Exoplanet Atmospheric Retrieval—0
An Effective Index for Truss-based Community Search on Large Directed Graphs—0
Deep Learning Classification With Noisy Labels—0
Deep Learning Based Semantic Video Indexing and Retrieval—0
Batch Evaluation Metrics in Information Retrieval: Measures, Scales, and Meaning—0
Semi-Supervised Cross-Modal Retrieval with Label Prediction—0
Accurate Instance-Level CAD Model Retrieval in a Large-Scale Database—0
Deep Learning Based Image Retrieval in the JPEG Compressed Domain—0
Deep Learning-Based Identification of Inconsistent Method Names: How Far Are We?—0
BASES: Large-scale Web Search User Simulation with Large Language Model based Agents—0
Deep Learning Based Dense Retrieval: A Comparative Study—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