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 6901–6925 of 14297 papers

TitleStatusHype
What is missing in deep music generation? A study of repetition and structure in popular music—0
Zero-Shot Multi-Modal Artist-Controlled Retrieval and Exploration of 3D Object Sets—0
Negation detection in Dutch clinical texts: an evaluation of rule-based and machine learning methodsCode0
Universal Vision-Language Dense Retrieval: Learning A Unified Representation Space for Multi-Modal RetrievalCode1
LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale RetrievalCode1
Tradeoffs in Resampling and Filtering for Imbalanced Classification—0
DetailCLIP: Injecting Image Details into CLIP's Feature Space—0
A topic-aware graph neural network model for knowledge base updating—0
EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud ComputingCode1
LINKS: A dataset of a hundred million planar linkage mechanisms for data-driven kinematic designCode1
GaitFi: Robust Device-Free Human Identification via WiFi and Vision Multimodal LearningCode1
Learned k-NN Distance EstimationCode0
Learning Binary and Sparse Permutation-Invariant Representations for Fast and Memory Efficient Whole Slide Image Search—0
LED: Lexicon-Enlightened Dense Retriever for Large-Scale RetrievalCode1
Synthetic Latent Fingerprint Generator—0
Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical AlignmentCode1
A Channel Mix Method for Fine-Grained Cross-Modal RetrievalCode0
Representation Learning for Appliance Recognition: A Comparison to Classical Machine Learning—0
Task-specific Pre-training and Prompt Decomposition for Knowledge Graph Population with Language ModelsCode0
Cross-Lingual Cross-Modal Retrieval with Noise-Robust LearningCode1
Partially Relevant Video RetrievalCode1
MuLan: A Joint Embedding of Music Audio and Natural LanguageCode0
Multimedia Generative Script Learning for Task PlanningCode0
A Deep Perceptual Measure for Lens and Camera Calibration—0
Contrastive Audio-Language Learning for MusicCode1
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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