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

Showing 85018525 of 14297 papers

TitleStatusHype
End-to-End Retrieval in Continuous Space0
CEIA: CLIP-Based Event-Image Alignment for Open-World Event-Based Understanding0
A Comprehensive Study of ImageNet Pre-Training for Historical Document Image Analysis0
End-to-End QA on COVID-19: Domain Adaptation with Synthetic Training0
C-DLSI: An Extended LSI Tailored for Federated Text Retrieval0
A Privacy-Preserving Content-Based Image Retrieval Scheme Allowing Mixed Use Of Encrypted And Plain Images0
3D Pick & Mix: Object Part Blending in Joint Shape and Image Manifolds0
Multimodal Representation Learning of Cardiovascular Magnetic Resonance Imaging0
Multimodal Prediction based on Graph Representations0
CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search0
End-to-End Multimodal Representation Learning for Video Dialog0
A General Purpose Inference Engine for Evidential Reasoning Research0
CCSK:Cognitive Convection of Self-Knowledge Based Retrieval Augmentation for Large Language Models0
A Prioritization Model for Suicidality Risk Assessment0
Multimodal Representation Alignment for Cross-modal Information Retrieval0
Surprising Efficacy of Fine-Tuned Transformers for Fact-Checking over Larger Language Models0
End-To-End Measure for Text Recognition0
CC-RAG: Structured Multi-Hop Reasoning via Theme-Based Causal Graphs0
CCMusic: An Open and Diverse Database for Chinese Music Information Retrieval Research0
Multi-modal Representation Learning for Social Post Location Inference0
Multi-Modal Retrieval Augmentation for Open-Ended and Knowledge-Intensive Video Question Answering0
End-to-end learning of keypoint detector and descriptor for pose invariant 3D matching0
C-CLIP: Contrastive Image-Text Encoders to Close the Descriptive-Commentative Gap0
A Pre-training Strategy for Zero-Resource Response Selection in Knowledge-Grounded Conversations0
Multi-Modal Relational Graph for Cross-Modal Video Moment Retrieval0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified