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 7026–7050 of 14297 papers

TitleStatusHype
RevPRAG: Revealing Poisoning Attacks in Retrieval-Augmented Generation through LLM Activation Analysis—0
If At First You Don't Succeed: Test Time Re-ranking for Zero-shot, Cross-domain Retrieval—0
Crossing Variational Autoencoders for Answer Retrieval—0
Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation—0
Identity Preserving Generative Adversarial Network for Cross-Domain Person Re-identification—0
Knowledge Distillation in Document Retrieval—0
Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation—0
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation—0
Identifying topology of leaky photonic lattices with machine learning—0
Identifying Important Features for Graph Retrieval—0
Cross-genre Document Retrieval: Matching between Conversational and Formal Writings—0
Knowledge-enhanced Iterative Instruction Generation and Reasoning for Knowledge Base Question Answering—0
Knowledge-Enhanced Named Entity Disambiguation for Short Text—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
Knowledge Fusion and Semantic Knowledge Ranking for Open Domain Question Answering—0
Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation—0
Cross-Frequency Coupling Increases Memory Capacity in Oscillatory Neural Networks—0
Distilling Knowledge from Text-to-Image Generative Models Improves Visio-Linguistic Reasoning in CLIP—0
Knowledge Graph - Deep Learning: A Case Study in Question Answering in Aviation Safety Domain—0
A Multi-Granularity Retrieval Framework for Visually-Rich Documents—0
IDEL: In-Database Entity Linking with Neural Embeddings—0
Knowledge Graph-extended Retrieval Augmented Generation for Question Answering—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
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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