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 94019425 of 14297 papers

TitleStatusHype
CLAS: A Machine Learning Enhanced Framework for Exploring Large 3D Design Datasets0
Class-agnostic Object Detection0
Class Anchor Margin Loss for Content-Based Image Retrieval0
CLASS: Enhancing Cross-Modal Text-Molecule Retrieval Performance and Training Efficiency0
Classification and reconstruction of spatially overlapping phase images using diffractive optical networks0
Classification and Retrieval of Digital Pathology Scans: A New Dataset0
Classification in the dark using tactile exploration0
Classification of Goods Using Text Descriptions With Sentences Retrieval0
Classification of Medical Images and Illustrations in the Biomedical Literature Using Synergic Deep Learning0
Classification of sparsely labeled spatio-temporal data through semi-supervised adversarial learning0
Classification on Sentence Embeddings for Legal Assistance0
Classification or Generation? Understanding Paradigm Shift for Knowledge-Intensive Tasks0
Classification Tree Diagrams in Health Informatics Applications0
Classifying magnetic resonance image modalities with convolutional neural networks0
Classifying Peace in Global Media Using RAG and Intergroup Reciprocity0
Class-RAG: Real-Time Content Moderation with Retrieval Augmented Generation0
Classroom Video Assessment and Retrieval via Multiple Instance Learning0
Class-Specific Blind Deconvolutional Phase Retrieval Under a Generative Prior0
Class-Specific Variational Auto-Encoder for Content-Based Image Retrieval0
Class Vectors: Embedding representation of Document Classes0
Class-Wise Buffer Management for Incremental Object Detection: An Effective Buffer Training Strategy0
Clean Image May be Dangerous: Data Poisoning Attacks Against Deep Hashing0
CLEAR: Cross-Transformers with Pre-trained Language Model is All you need for Person Attribute Recognition and Retrieval0
Click-Feedback Retrieval0
Climbing the WOL: Training for Cheaper Inference0
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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