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 2276–2300 of 14297 papers

TitleStatusHype
Frozen in Time: A Joint Video and Image Encoder for End-to-End RetrievalCode1
Divide and Rule: Effective Pre-Training for Context-Aware Multi-Encoder Translation ModelsCode1
Kaleido-BERT: Vision-Language Pre-training on Fashion DomainCode1
Proxy Synthesis: Learning with Synthetic Classes for Deep Metric LearningCode1
von Mises-Fisher Loss: An Exploration of Embedding Geometries for Supervised LearningCode1
Whitening Sentence Representations for Better Semantics and Faster RetrievalCode1
A Comprehensive Review of the Video-to-Text ProblemCode1
More Photos are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image RetrievalCode1
VLGrammar: Grounded Grammar Induction of Vision and LanguageCode1
Temporal Context Aggregation Network for Temporal Action Proposal RefinementCode1
NaturalProofs: Mathematical Theorem Proving in Natural LanguageCode1
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by ExampleCode1
Revamping Cross-Modal Recipe Retrieval with Hierarchical Transformers and Self-supervised LearningCode1
NDT-Transformer: Large-Scale 3D Point Cloud Localisation using the Normal Distribution Transform RepresentationCode1
Multi-Modal Answer Validation for Knowledge-Based VQACode1
Instance-level Image Retrieval using Reranking TransformersCode1
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal RetrievalCode1
Skeleton Merger: an Unsupervised Aligned Keypoint DetectorCode1
MDMMT: Multidomain Multimodal Transformer for Video RetrievalCode1
On Semantic Similarity in Video RetrievalCode1
LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text RetrievalCode1
Seeking the Shape of Sound: An Adaptive Framework for Learning Voice-Face AssociationCode1
Coming Down to Earth: Satellite-to-Street View Synthesis for Geo-LocalizationCode1
Semantic Models for the First-stage Retrieval: A Comprehensive ReviewCode1
Simplified Data Wrangling with ir_datasetsCode1
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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