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 8101–8125 of 14297 papers

TitleStatusHype
A Transfer Learning Pipeline for Educational Resource Discovery with Application in Leading Paragraph Generation—0
A machine vision meta-algorithm for automated recognition of underwater objects using sidescan sonar imagery—0
Adaptive Cross Batch Normalization for Metric Learning—0
MarineVRS: Marine Video Retrieval System with Explainability via Semantic Understanding—0
Abstractive Text Summarization for Sanskrit Prose: A Study of Methods and Approaches—0
Marking anything: application of point cloud in extracting video target features—0
A Semantic Search Pipeline for Causality-driven Adhoc Information Retrieval—0
MaRU: A Manga Retrieval and Understanding System Connecting Vision and Language—0
Rethinking Loss Design for Large-scale 3D Shape Retrieval—0
Mask2CAD: 3D Shape Prediction by Learning to Segment and Retrieve—0
Hadamard Codebook Based Deep Hashing—0
Habit Coach: Customising RAG-based chatbots to support behavior change—0
GVCNN: Group-View Convolutional Neural Networks for 3D Shape Recognition—0
Masked Contrastive Pre-Training for Efficient Video-Text Retrieval—0
A Machine Learning Framework for Authorship Identification From Texts—0
GUMsley: Evaluating Entity Salience in Summarization for 12 English Genres—0
Conversation AI Dialog for Medicare powered by Finetuning and Retrieval Augmented Generation—0
Guiding Neural Machine Translation with Retrieved Translation Pieces—0
Guiding Interaction Behaviors for Multi-modal Grounded Language Learning—0
MaskReID: A Mask Based Deep Ranking Neural Network for Person Re-identification—0
Guiding Data-Driven Design Ideation by Knowledge Distance—0
Mask to reconstruct: Cooperative Semantics Completion for Video-text Retrieval—0
Guided Unsupervised Learning by Subaperture Decomposition for Ocean SAR Image Retrieval—0
Convergence of Learning Dynamics in Information Retrieval Games—0
A Topological Method for Comparing Document Semantics—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