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

Showing 90519075 of 14297 papers

TitleStatusHype
Color Image Retrieval Using Fuzzy Measure Hamming and S-Tree0
FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation0
Feature Super-Resolution: Make Machine See More Clearly0
ColorFlow: Retrieval-Augmented Image Sequence Colorization0
Aspect-based Academic Search using Domain-specific KB0
AI-Supported Platform for System Monitoring and Decision-Making in Nuclear Waste Management with Large Language Models0
Action-Centered Information Retrieval0
A Bag of Visual Words Model for Medical Image Retrieval0
Features-over-the-Air: Contrastive Learning Enabled Cooperative Edge Inference0
Feature Selection for Better Spectral Characterization or: How I Learned to Start Worrying and Love Ensembles0
Colored Kimia Path24 Dataset: Configurations and Benchmarks with Deep Embeddings0
Feature Selection and Model Comparison on Microsoft Learning-to-Rank Data Sets0
Color Counting for Fashion, Art, and Design0
whu-nercms at trecvid2021:instance search task0
Feature Pyramid Hashing0
Feature overwriting as a finite mixture process: Evidence from comprehension data0
Color and Shape Content Based Image Classification using RBF Network and PSO Technique: A Survey0
A SOUND APPROACH: Using Large Language Models to generate audio descriptions for egocentric text-audio retrieval0
Feature-Independent Context Estimation for Automatic Image Annotation0
Feature Fusion Methods for Indexing and Retrieval of Biometric Data: Application to Face Recognition with Privacy Protection0
Feature Extraction Using Deep Generative Models for Bangla Text Classification on a New Comprehensive Dataset0
Collective Matrix Factorization Hashing for Multimodal Data0
Feature Extraction in Augmented Reality0
Feature Extraction and Soft Computing Methods for Aerospace Structure Defect Classification0
Feature-Based Selection of Dependency Paths in Ad Hoc Information Retrieval0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified