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 5076–5100 of 14297 papers

TitleStatusHype
CommerceMM: Large-Scale Commerce MultiModal Representation Learning with Omni Retrieval—0
A Knowledge-Based Decision Support System for In Vitro Fertilization Treatment—0
Commentary on Quantum-Inspired Information Retrieval—0
Assessing the Answerability of Queries in Retrieval-Augmented Code Generation—0
GEAR-Up: Generative AI and External Knowledge-based Retrieval Upgrading Scholarly Article Searches for Systematic Reviews—0
Assessing learned features of Deep Learning applied to EEG—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
GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs—0
Assessing generalization capability of text ranking models in Polish—0
Combining static and contextualised multilingual embeddings—0
A Kind of Affine Weighted Moment Invariants—0
Combining sentence and table evidence to predict veracity of factual claims using TaPaS and RoBERTa—0
Combining semantic search and twin product classification for recognition of purchasable items in voice shopping—0
Assessing Effectiveness of Using Internal Signals for Check-Worthy Claim Identification in Unlabeled Data for Automated Fact-Checking—0
A Bayesian Analysis of Dynamics in Free Recall—0
Combining Real-Valued and Binary Gabor-Radon Features for Classification and Search in Medical Imaging Archives—0
Assessing Brittleness of Image-Text Retrieval Benchmarks from Vision-Language Models Perspective—0
A Keypoint-based Morphological Signature for Large-scale Neuroimage Analysis—0
Combining Q&A Pair Quality and Question Relevance Features on Community-based Question Retrieval—0
Combining Language and Vision with a Multimodal Skip-gram Model—0
Assessing Algorithmic Biases for Musical Version Identification—0
Activation-aware Probe-Query: Effective Key-Value Retrieval for Long-Context LLMs Inference—0
GeAR: Graph-enhanced Agent for Retrieval-augmented Generation—0
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All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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