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 37013725 of 14297 papers

TitleStatusHype
Data-Driven Design-by-Analogy: State of the Art and Future Directions0
Description Logics based Formalization of Wh-Queries0
Descriptive analysis of computational methods for automating mammograms with practical applications0
Descriptor transition tables for object retrieval using unconstrained cluttered video acquired using a consumer level handheld mobile device0
Beyond Griffin-Lim: Improved Iterative Phase Retrieval for Speech0
Design and evaluation of AI copilots -- case studies of retail copilot templates0
Automatic tagging and retrieval of E-Commerce products based on visual features0
Towards Designing Optimal Sensing Matrices for Generalized Linear Inverse Problems0
Beyond Keywords and Relevance: A Personalized Ad Retrieval Framework in E-Commerce Sponsored Search0
Embedding-based Recommender System for Job to Candidate Matching on Scale0
Accessibility in Information Retrieval0
Data description and retrieval using periods represented by uncertain time intervals0
A Density Evolution framework for Preferential Recovery of Covariance and Causal Graphs from Compressed Measurements0
Beyond Lexical: A Semantic Retrieval Framework for Textual SearchEngine0
Automatic Synthesis of High-Quality Triplet Data for Composed Image Retrieval0
Design Patterns for Fusion-Based Object Retrieval0
Analysis of Search Stratagem Utilisation0
Design Theory to improve health evidence retrieval0
Database Search vs. Information Retrieval: A Novel Method for Studying Natural Language Querying of Semi-Structured Data0
DeSPITE: Exploring Contrastive Deep Skeleton-Pointcloud-IMU-Text Embeddings for Advanced Point Cloud Human Activity Understanding0
Database-Augmented Query Representation for Information Retrieval0
DetailFusion: A Dual-branch Framework with Detail Enhancement for Composed Image Retrieval0
Edit3K: Universal Representation Learning for Video Editing Components0
Detect, Describe, Discriminate: Moving Beyond VQA for MLLM Evaluation0
Automatic Spatial Context-Sensitive Cloud/Cloud-Shadow Detection in Multi-Source Multi-Spectral Earth Observation Images: AutoCloud+0
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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