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 1751–1775 of 14297 papers

TitleStatusHype
Agent-OM: Leveraging LLM Agents for Ontology MatchingCode1
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service SupportCode1
Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-Based Active LearningCode1
Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and MiningCode1
Memory-Based Model Editing at ScaleCode1
Memory Sharing for Large Language Model based AgentsCode1
Metacognitive Retrieval-Augmented Large Language ModelsCode1
MetaGen Blended RAG: Higher Accuracy for Domain-Specific Q&A Without Fine-TuningCode1
Cross-modal Retrieval for Knowledge-based Visual Question AnsweringCode1
Cross-Modal Retrieval: A Systematic Review of Methods and Future DirectionsCode1
Cross-Modal Retrieval for Motion and Text via DopTriple LossCode1
Cross-Modal Retrieval with Partially Mismatched PairsCode1
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image RetrievalCode1
A Deep Local and Global Scene-Graph Matching for Image-Text RetrievalCode1
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation SystemsCode1
MIRFLEX: Music Information Retrieval Feature Library for ExtractionCode1
BERT-QE: Contextualized Query Expansion for Document Re-rankingCode1
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image RetrievalCode1
Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQACode1
MixGen: A New Multi-Modal Data AugmentationCode1
An efficient graph generative model for navigating ultra-large combinatorial synthesis librariesCode1
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge BasesCode1
MLRSNet: A Multi-label High Spatial Resolution Remote Sensing Dataset for Semantic Scene UnderstandingCode1
Cross-Modal Adapter for Text-Video RetrievalCode1
Cross-modal Contrastive Learning for Speech TranslationCode1
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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