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 6051–6075 of 14297 papers

TitleStatusHype
Extract ABox Modules for Efficient Ontology Querying—0
External Knowledge Augmented Polyphone Disambiguation Using Large Language Model—0
Homomorphic Sensing of Subspace Arrangements—0
Co-Saliency Detection via Looking Deep and Wide—0
Hopfield model with planted patterns: a teacher-student self-supervised learning model—0
Extending Translate-Train for ColBERT-X to African Language CLIR—0
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation—0
HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions—0
Coarse-to-Fine Knowledge Selection for Document Grounded Dialogs—0
HORUS: Multimodal Large Language Models Framework for Video Retrieval at VBS 2025—0
Hotel Recognition via Latent Image Embedding—0
Hot-Refresh Model Upgrades with Regression-Free Compatible Training in Image Retrieval—0
Extending Text Informativeness Measures to Passage Interestingness Evaluation (Language Model vs. Word Embedding)—0
Extending Llama-3's Context Ten-Fold Overnight—0
Coarse-to-fine Alignment Makes Better Speech-image Retrieval—0
HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification—0
A scoping review on multimodal deep learning in biomedical images and texts—0
How are journals cited? characterizing journal citations by type of citation—0
How Can Context Help? Exploring Joint Retrieval of Passage and Personalized Context—0
Improving Retrieval Augmented Language Model with Self-Reasoning—0
How Context Affects Language Models' Factual Predictions—0
CoT-MoTE: Exploring ConTextual Masked Auto-Encoder Pre-training with Mixture-of-Textual-Experts for Passage Retrieval—0
How Diachronic Text Corpora Affect Context based Retrieval of OOV Proper Names for Audio News—0
COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval—0
Improving Retrieval Augmented Neural Machine Translation by Controlling Source and Fuzzy-Match Interactions—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