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 7151–7175 of 14297 papers

TitleStatusHype
Hypergraph Vision Transformers: Images are More than Nodes, More than Edges—0
CrossATNet - A Novel Cross-Attention Based Framework for Sketch-Based Image Retrieval—0
Hypergraph-of-Entity: A General Model for Entity-Oriented Search—0
Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models?—0
HyperFormer: Learning Expressive Sparse Feature Representations via Hypergraph Transformer—0
LANNS: A Web-Scale Approximate Nearest Neighbor Lookup System—0
Aud-Sur: An Audio Analyzer Assistant for Audio Surveillance Applications—0
LAPIS: Language Model-Augmented Police Investigation System—0
A Multi-Agent Perspective on Modern Information Retrieval—0
LA-RAG:Enhancing LLM-based ASR Accuracy with Retrieval-Augmented Generation—0
LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification—0
Hyperdimensional Quantum Factorization—0
Large Associative Memory Problem in Neurobiology and Machine Learning—0
CRM: Retrieval Model with Controllable Condition—0
Hyperbolic Hierarchical Contrastive Hashing—0
Large Language Model Augmented Exercise Retrieval for Personalized Language Learning—0
Hypencoder: Hypernetworks for Information Retrieval—0
AuditNet: A Conversational AI-based Security Assistant [DEMO]—0
Adaptive Object Retrieval with Kernel Reconstructive Hashing—0
A Categorization of Complexity Classes for Information Retrieval and Synthesis Using Natural Logic—0
HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications—0
Large Language Model Informed Patent Image Retrieval—0
Crimson: Empowering Strategic Reasoning in Cybersecurity through Large Language Models—0
Audio-Visual Embedding for Cross-Modal MusicVideo Retrieval through Supervised Deep CCA—0
HyCIR: Boosting Zero-Shot Composed Image Retrieval with Synthetic Labels—0
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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