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 3276–3300 of 14297 papers

TitleStatusHype
UniRAG: Universal Retrieval Augmentation for Large Vision Language ModelsCode1
IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues—0
The radius of statistical efficiency—0
Words Blending Boxes. Obfuscating Queries in Information Retrieval using Differential Privacy—0
Factual Serialization Enhancement: A Key Innovation for Chest X-ray Report GenerationCode1
Modeling Bilingual Sentence Processing: Evaluating RNN and Transformer Architectures for Cross-Language Structural Priming—0
Content-Based Image Retrieval for Multi-Class Volumetric Radiology Images: A Benchmark Study—0
MVBIND: Self-Supervised Music Recommendation For Videos Via Embedding Space Binding—0
Global–Local Information Soft-Alignment for Cross-Modal Remote-Sensing Image–Text Retrieval—0
Error-margin Analysis for Hidden Neuron Activation LabelsCode0
Control Token with Dense Passage Retrieval—0
Fine-tuning the SwissBERT Encoder Model for Embedding Sentences and Documents—0
Benchmarking Retrieval-Augmented Large Language Models in Biomedical NLP: Application, Robustness, and Self-Awareness—0
From Questions to Insightful Answers: Building an Informed Chatbot for University Resources—0
ViWikiFC: Fact-Checking for Vietnamese Wikipedia-Based Textual Knowledge Source—0
MS MARCO Web Search: a Large-scale Information-rich Web Dataset with Millions of Real Click LabelsCode3
TattTRN: Template Reconstruction Network for Tattoo RetrievalCode0
Evaluation of Retrieval-Augmented Generation: A SurveyCode2
HybridHash: Hybrid Convolutional and Self-Attention Deep Hashing for Image RetrievalCode1
Synthetic Test Collections for Retrieval EvaluationCode1
DualFocus: Integrating Plausible Descriptions in Text-based Person Re-identification—0
DuetRAG: Collaborative Retrieval-Augmented Generation—0
Bottleneck-Minimal Indexing for Generative Document RetrievalCode0
Span-Aggregatable, Contextualized Word Embeddings for Effective Phrase Mining—0
BoQ: A Place is Worth a Bag of Learnable QueriesCode2
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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