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 3776–3800 of 14297 papers

TitleStatusHype
Enhanced Retrieval of Long Documents: Leveraging Fine-Grained Block Representations with Large Language Models—0
PISCO: Pretty Simple Compression for Retrieval-Augmented Generation—0
RAPID: Retrieval-Augmented Parallel Inference Drafting for Text-Based Video Event Retrieval—0
Options-Aware Dense Retrieval for Multiple-Choice query Answering—0
INRet: A General Framework for Accurate Retrieval of INRs for Shapes—0
Making Sense of Data in the Wild: Data Analysis Automation at Scale—0
Provence: efficient and robust context pruning for retrieval-augmented generation—0
Separate This, and All of these Things Around It: Music Source Separation via Hyperellipsoidal Queries—0
Advancing Generative Artificial Intelligence and Large Language Models for Demand Side Management with Internet of Electric Vehicles—0
Unveiling the Potential of Multimodal Retrieval Augmented Generation with Planning—0
Zero-Shot Interactive Text-to-Image Retrieval via Diffusion-Augmented Representations—0
SEAL: Speech Embedding Alignment Learning for Speech Large Language Model with Retrieval-Augmented Generation—0
Graph-Based Cross-Domain Knowledge Distillation for Cross-Dataset Text-to-Image Person Retrieval—0
SEAL: Scaling to Emphasize Attention for Long-Context Retrieval—0
Technology Mapping with Large Language Models—0
Federated Retrieval Augmented Generation for Multi-Product Question Answering—0
ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval—0
CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs—0
Search results diversification in competitive search—0
On Correlating Factors for Domain Adaptation Performance—0
GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction ExplorationCode0
Interpretability Analysis of Domain Adapted Dense Retrievers—0
Wormhole Memory: A Rubik's Cube for Cross-Dialogue Retrieval—0
WaveMax: Radar Waveform Design via Convex Maximization of FrFT Phase Retrieval—0
Chain-of-Retrieval Augmented Generation—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