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 10576–10600 of 14297 papers

TitleStatusHype
Efficient Codebook and Factorization for Second Order Representation Learning—0
Efficient Computation of Shortest Path-Concavity for 3D Meshes—0
Improving Nighttime Retrieval-Based Localization—0
Efficient Context Selection for Long-Context QA: No Tuning, No Iteration, Just Adaptive-k—0
Efficient Correlated Topic Modeling with Topic Embedding—0
Efficient Decoding of Compositional Structure in Holistic Representations—0
Efficient Discrete Supervised Hashing for Large-scale Cross-modal Retrieval—0
Efficient Distributed Retrieval-Augmented Generation for Enhancing Language Model Performance—0
Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning—0
Efficient Document Indexing Using Pivot Tree—0
Efficient feature embedding of 3D brain MRI images for content-based image retrieval with deep metric learning—0
Efficient Federated Search for Retrieval-Augmented Generation—0
Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations—0
Efficient Globally Optimal 2D-to-3D Deformable Shape Matching—0
Efficient Image Captioning for Edge Devices—0
Efficient Image Gallery Representations at Scale Through Multi-Task Learning—0
Efficient image retrieval using multi neural hash codes and bloom filters—0
Efficient Image-Text Retrieval via Keyword-Guided Pre-Screening—0
Efficient Immediate-Access Dynamic Indexing—0
Efficient Indexing of Billion-Scale Datasets of Deep Descriptors—0
Efficient In-Domain Question Answering for Resource-Constrained Environments—0
Efficient Informed Proposals for Discrete Distributions via Newton's Series Approximation—0
Efficient k-NN Search in IoT Data: Overlap Optimization in Tree-Based Indexing Structures—0
Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture—0
Efficient Large-Scale Similarity Search Using Matrix Factorization—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