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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 9226–9250 of 14297 papers

TitleStatusHype
Supporting verification of news articles with automated search for semantically similar articles—0
Memory Enhanced Embedding Learning for Cross-Modal Video-Text Retrieval—0
Large-Scale Approximate k-NN Graph Construction on GPUCode0
HiT: Hierarchical Transformer with Momentum Contrast for Video-Text Retrieval—0
Representation Learning by Ranking under multiple tasks—0
A Comprehensive Review of the Video-to-Text ProblemCode1
A PSO Strategy of Finding Relevant Web Documents using a New Similarity Measure—0
Unsupervised Multi-Index Semantic HashingCode0
Discriminative Semantic Transitive Consistency for Cross-Modal Learning—0
Hierarchical Proxy-based Loss for Deep Metric Learning—0
Fairness in Ranking: A Survey—0
More Photos are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image RetrievalCode1
Visual Grounding Strategies for Text-Only Natural Language Processing—0
Rethinking Deep Contrastive Learning with Embedding Memory—0
NaturalProofs: Mathematical Theorem Proving in Natural LanguageCode1
Temporal Context Aggregation Network for Temporal Action Proposal RefinementCode1
VLGrammar: Grounded Grammar Induction of Vision and LanguageCode1
Revamping Cross-Modal Recipe Retrieval with Hierarchical Transformers and Self-supervised LearningCode1
From Semantic Retrieval to Pairwise Ranking: Applying Deep Learning in E-commerce Search—0
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by ExampleCode1
The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures—0
Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness—0
NDT-Transformer: Large-Scale 3D Point Cloud Localisation using the Normal Distribution Transform RepresentationCode1
Multi-Modal Answer Validation for Knowledge-Based VQACode1
A General Framework for Learning Prosodic-Enhanced Representation of Rap Lyrics—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