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 6526–6550 of 14297 papers

TitleStatusHype
Incorporating Query Term Independence Assumption for Efficient Retrieval and Ranking using Deep Neural Networks—0
Adaptive Substring Extraction and Modified Local NBNN Scoring for Binary Feature-based Local Mobile Visual Search without False Positives—0
Improving Assessment of Tutoring Practices using Retrieval-Augmented Generation—0
Incorporating Semantic Textual Similarity and Lexical Matching for Information Retrieval—0
Increasing Papers' Discoverability with Precise Semantic Labeling: the sci.AI Platform—0
Incremental Attractor Neural Network Modelling of the Lifespan Retrieval Curve—0
Improving Acquisition Speed of X-Ray Ptychography through Spatial Undersampling and Regularization—0
Improving accuracy of GPT-3/4 results on biomedical data using a retrieval-augmented language model—0
Improving Accountability in Recommender Systems Research Through Reproducibility—0
Cross-Modality Personalization for Retrieval—0
Incremental Object Discovery in Time-Varying Image Collections—0
Improving Access to Trade and Investment Information in Thailand through Intelligent Document Retrieval—0
In defense of dual-encoders for neural ranking—0
In Defense of MinHash Over SimHash—0
End-to-End Supervised Product Quantization for Image Search and Retrieval—0
In Defense of RAG in the Era of Long-Context Language Models—0
Indexing of CNN Features for Large Scale Image Search—0
Improve Supervised Representation Learning with Masked Image Modeling—0
Improve Retrieval-based Dialogue System via Syntax-Informed Attention—0
Improved Visual Localization via Graph Smoothing—0
Cross-Modality Binary Code Learning via Fusion Similarity Hashing—0
Autoencoding the Retrieval Relevance of Medical Images—0
Indoor Information Retrieval using Lifelog Data—0
Improved Topic modeling in Twitter through Community Pooling—0
Improved Text-Image Matching by Mitigating Visual Semantic Hubs—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