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 8976–9000 of 14297 papers

TitleStatusHype
CommerceMM: Large-Scale Commerce MultiModal Representation Learning with Omni Retrieval—0
Assessing the Benefits of Model Ensembles in Neural Re-Ranking for Passage Retrieval—0
Finding Academic Experts on a MultiSensor Approach using Shannon's Entropy—0
FIND: Fine-grained Information Density Guided Adaptive Retrieval-Augmented Generation for Disease Diagnosis—0
Commentary on Quantum-Inspired Information Retrieval—0
FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation—0
Find and Focus: Retrieve and Localize Video Events with Natural Language Queries—0
Assessing the Answerability of Queries in Retrieval-Augmented Code Generation—0
A Knowledge-Based Decision Support System for In Vitro Fertilization Treatment—0
Findability: A Novel Measure of Information Accessibility—0
FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models—0
Financial Wind Tunnel: A Retrieval-Augmented Market Simulator—0
Assessing learned features of Deep Learning applied to EEG—0
Financial Analysis: Intelligent Financial Data Analysis System Based on LLM-RAG—0
FilterRAG: Zero-Shot Informed Retrieval-Augmented Generation to Mitigate Hallucinations in VQA—0
Combining Statistical Translation Techniques for Cross-Language Information Retrieval—0
Assessing "Implicit" Retrieval Robustness of Large Language Models—0
A Knowledge-Based Approach to Word Sense Disambiguation by distributional selection and semantic features—0
Filtering Aggression from the Multilingual Social Media Feed—0
Combining static and contextualised multilingual embeddings—0
Assessing generalization capability of text ranking models in Polish—0
Figure Me Out: A Gold Standard Dataset for Metaphor Interpretation—0
Fighting FIRe with FIRE: Assessing the Validity of Text-to-Video Retrieval Benchmarks—0
Combining sentence and table evidence to predict veracity of factual claims using TaPaS and RoBERTa—0
Field-portable quantitative lensless microscopy based on translated speckle illumination and sub-sampled ptychographic phase retrieval—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