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 1285112900 of 14297 papers

TitleStatusHype
The Solution for the CVPR2024 NICE Image Captioning Challenge0
PERC: Plan-As-Query Example Retrieval for Underrepresented Code Generation0
The Spaces of Data, Information, and Knowledge0
The SpeakIn System Description for CNSRC20220
The SP theory of intelligence: an overview0
The stability of generalized phase retrieval problem over compact groups0
What Machines See Is Not What They Get: Fooling Scene Text Recognition Models With Adversarial Text Images0
The State-of-the-Art in Lifelog Retrieval: A Review of Progress at the ACM Lifelog Search Challenge Workshop 2022-240
The Statistical Dictionary-based String Matching Problem0
The style transformer with common knowledge optimization for image-text retrieval0
The Supervised IBP: Neighbourhood Preserving Infinite Latent Feature Models0
The Surfer Model with a Hybrid Approach to Ranking the Web Pages0
Perceptual Visual Interactive Learning0
The tale of two MS MARCO -- and their unfair comparisons0
The Tangent Search Engine: Improved Similarity Metrics and Scalability for Math Formula Search0
The Text Classification Pipeline: Starting Shallow going Deeper0
The Timing of Lexical Memory Retrievals in Language Production0
The Tomaco Hybrid Matching Framework for SAWSDL Semantic Web Services0
Perceptual uniform descriptor and Ranking on manifold: A bridge between image representation and ranking for image retrieval0
The University of Texas at Dallas HLTRI's Participation in EPIC-QA: Searching for Entailed Questions Revealing Novel Answer Nuggets0
What Makes a Top-Performing Precision Medicine Search Engine? Tracing Main System Features in a Systematic Way0
Online Information Retrieval for Language Learning0
The Use of Dependency Relation Graph to Enhance the Term Weighting in Question Retrieval0
The Use of Object Labels and Spatial Prepositions as Keywords in a Web-Retrieval-Based Image Caption Generation System0
The VISIONE Video Search System: Exploiting Off-the-Shelf Text Search Engines for Large-Scale Video Retrieval0
The Visual Language of Fabrics0
Perceptron like Algorithms for Online Learning to Rank0
People and Places of Historical Europe: Bootstrapping Annotation Pipeline and a New Corpus of Named Entities in Late Medieval Texts0
The 'who' and 'what' of #diabetes on Twitter0
The workweek is the best time to start a family -- A Study of GPT-2 Based Claim Generation0
Online Information Retrieval Evaluation using the STELLA Framework0
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding0
Pentagon-Match (PMatch): Identification of View-Invariant Planar Feature for Local Feature Matching-Based Homography Estimation0
Thinking Fast and Slow: Efficient Text-to-Visual Retrieval with Transformers0
Thinking Like an Annotator: Generation of Dataset Labeling Instructions0
PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models0
ThinkSum: Probabilistic reasoning over sets using large language models0
Think-then-Act: A Dual-Angle Evaluated Retrieval-Augmented Generation0
What Makes Good In-Context Examples for GPT-3?0
Thin-Slicing for Pose: Learning to Understand Pose Without Explicit Pose Estimation0
Peerus Review: a tool for scientific experts finding0
Thomas Aquinas in the T\"uNDRA: Integrating the Index Thomisticus Treebank into CLARIN-D0
Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation0
Three-Dimensional Bilateral Symmetry Plane Estimation in the Phase Domain0
Three-Dimensional Coherent Diffractive Imaging of Isolated Faceted Nanostructures0
Three-Stream Joint Network for Zero-Shot Sketch-Based Image Retrieval0
What makes visual place recognition easy or hard?0
Three Things to Know about Deep Metric Learning0
Three Tiers Neighborhood Graph and Multi-graph Fusion Ranking for Multi-feature Image Retrieval: A Manifold Aspect0
Three Towers: Flexible Contrastive Learning with Pretrained Image Models0
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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