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 7051–7075 of 14297 papers

TitleStatusHype
Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation—0
Cross-genre Document Retrieval: Matching between Conversational and Formal Writings—0
Identifying Effective Translations for Cross-lingual Arabic-to-English User-generated Speech Search—0
Identification of Orchid Species Using Content-Based Flower Image Retrieval—0
Cross-Frequency Coupling Increases Memory Capacity in Oscillatory Neural Networks—0
Knowledge Informed Semantic Parsing for Conversational Question Answering—0
Distilling Knowledge from Text-to-Image Generative Models Improves Visio-Linguistic Reasoning in CLIP—0
A Multi-Granularity Retrieval Framework for Visually-Rich Documents—0
IDEL: In-Database Entity Linking with Neural Embeddings—0
Cross-Format Retrieval-Augmented Generation in XR with LLMs for Context-Aware Maintenance Assistance—0
Cross Encoding as Augmentation: Towards Effective Educational Text Classification—0
Icon Based Information Retrieval and Disease Identification in Agriculture—0
i-Code Studio: A Configurable and Composable Framework for Integrative AI—0
Knowledge Retrieval for Robotic Cooking—0
ICLERB: In-Context Learning Embedding and Reranker Benchmark—0
Icing on the Cake: Automatic Code Summarization at Ericsson—0
Knowledge Retrieval using Foon—0
Knowledge Retrieval using Functional Object-Oriented Network—0
Cross-Encoder Rediscovers a Semantic Variant of BM25—0
Knowledge Sharing in Manufacturing using Large Language Models: User Evaluation and Model Benchmarking—0
Augmented Geometric Distillation for Data-Free Incremental Person ReID—0
Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs—0
Cross-Domain Modeling of Sentence-Level Evidence for Document Retrieval—0
ICC++: Explainable Image Retrieval for Art Historical Corpora using Image Composition Canvas—0
Cross-Domain Image Retrieval with Attention Modeling—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