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 7276–7300 of 14297 papers

TitleStatusHype
Investigating the Role of Image Retrieval for Visual Localization -- An exhaustive benchmarkCode2
Introduction of a tree-based technique for efficient and real-time label retrieval in the object tracking system—0
Interactive Query Clarification and Refinement via User Simulation—0
One Loss for Quantization: Deep Hashing with Discrete Wasserstein Distributional MatchingCode1
Optimizing Intermediate Representations of Generative Models for Phase RetrievalCode1
EMS: Efficient and Effective Massively Multilingual Sentence Embedding LearningCode0
Towards retrieving dispersion profiles using quantum-mimic Optical Coherence Tomography and Machine Learnin—0
Contextualization for the Organization of Text Documents Streams—0
ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering SystemCode1
A Survey in Mathematical Language Processing—0
Backpropagation through Combinatorial Algorithms: Identity with Projection WorksCode1
Learning Open Domain Multi-hop Search Using Reinforcement Learning—0
Retrieving and Ranking Relevant JavaScript Technologies from Web Repositories—0
Generalizing Multimodal Pre-training into Multilingual via Language Acquisition—0
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt LearningCode2
Unified Approach to Secret Sharing and Symmetric Private Information Retrieval with Colluding Servers in Quantum Systems—0
COVID-19 Literature Mining and Retrieval using Text Mining Approaches—0
Variational Transformer: A Framework Beyond the Trade-off between Accuracy and Diversity for Image CaptioningCode0
FaIRCoP: Facial Image Retrieval using Contrastive Personalization—0
Fast and Light-Weight Answer Text Retrieval in Dialogue SystemsCode1
ANISE: Assembly-based Neural Implicit Surface rEconstruction—0
Tranception: protein fitness prediction with autoregressive transformers and inference-time retrievalCode1
kNN-Prompt: Nearest Neighbor Zero-Shot InferenceCode1
Error Bound of Empirical _2 Risk Minimization for Noisy Standard and Generalized Phase Retrieval Problems—0
Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean MeasuresCode1
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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