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 9076–9100 of 14297 papers

TitleStatusHype
Nodule2vec: a 3D Deep Learning System for Pulmonary Nodule Retrieval Using Semantic Representation—0
NoEl: An Annotated Corpus for Noun Ellipsis in English—0
No existence of linear algorithm for Fourier phase retrieval—0
Enhancing Cache-Augmented Generation (CAG) with Adaptive Contextual Compression for Scalable Knowledge Integration—0
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users—0
Noise-Augmented Privacy-Preserving Empirical Risk Minimization with Dual-purpose Regularizer and Privacy Budget Retrieval and Recycling—0
Multi-Granularity Framework for Unsupervised Representation Learning of Time Series—0
Enhancing Code Consistency in AI Research with Large Language Models and Retrieval-Augmented Generation—0
Noise Facilitation in Associative Memories of Exponential Capacity—0
Noise-resistant Deep Learning for Object Classification in 3D Point Clouds Using a Point Pair Descriptor—0
Noise-robust latent vector reconstruction in ptychography using deep generative models—0
Multi-granularity Association Learning Framework for on-the-fly Fine-Grained Sketch-based Image Retrieval—0
Efficient Discrete Supervised Hashing for Large-scale Cross-modal Retrieval—0
Multi-Granularity and Multi-modal Feature Interaction Approach for Text Video Retrieval—0
Affine-modeled video extraction from a single motion blurred image—0
An Open-Source Web-Based Tool for Evaluating Open-Source Large Language Models Leveraging Information Retrieval from Custom Documents—0
NOMAD: Linguistic Resources and Tools Aimed at Policy Formulation and Validation—0
On Negative Sampling for Contrastive Audio-Text Retrieval—0
Multi-Grained Attention Network With Mutual Exclusion for Composed Query-Based Image Retrieval—0
Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation—0
Nonconvex Factorization and Manifold Formulations are Almost Equivalent in Low-rank Matrix Optimization—0
Nonconvex Matrix Factorization from Rank-One Measurements—0
Enhancing Cross-lingual Sentence Embedding for Low-resource Languages with Word Alignment—0
No Captions, No Problem: Captionless 3D-CLIP Alignment with Hard Negatives via CLIP Knowledge and LLMs—0
Online Trajectory Segmentation and Summary With Applications to Visualization and Retrieval—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