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 1375113800 of 14297 papers

TitleStatusHype
Matching Citation Text and Cited Spans in Biomedical Literature: a Search-Oriented Approach0
Encoding World Knowledge in the Evaluation of Local Coherence0
Multiview LSA: Representation Learning via Generalized CCA0
Automatic cognate identification with gap-weighted string subsequences.0
Bag-of-Words Forced Decoding for Cross-Lingual Information Retrieval0
Theory of Optimizing Pseudolinear Performance Measures: Application to F-measure0
Robust exponential binary pattern storage in Little-Hopfield networks0
Visual Information Retrieval in Endoscopic Video Archives0
Learning Contextualized Music Semantics from Tags via a Siamese Network0
Geo-Temporal Distribution of Tag Terms for Event-Related Image Retrieval0
WHOSE - A Tool for Whole-Session Analysis in IIR0
An Active Learning Based Approach For Effective Video Annotation And Retrieval0
Shape Representation and Classification through Pattern Spectrum and Local Binary Pattern - A Decision Level Fusion Approach0
Multi-layer Architecture For Storing Visual Data Based on WCF and Microsoft SQL Server Database0
Fast Dictionary Matching for Content-based Image Retrieval0
Object Level Deep Feature Pooling for Compact Image Representation0
From End-User's Requirements to Web Services Retrieval: A Semantic and Intention-Driven Approach0
Multimodal Convolutional Neural Networks for Matching Image and SentenceCode0
Exploiting Local Features from Deep Networks for Image Retrieval0
Contextualization of topics - browsing through terms, authors, journals and cluster allocations0
Towards a relation extraction framework for cyber-security conceptsCode0
Simultaneous Feature Learning and Hash Coding with Deep Neural Networks0
Sketch-based 3D Shape Retrieval using Convolutional Neural Networks0
Real-world Object Recognition with Off-the-shelf Deep Conv Nets: How Many Objects can iCub Learn?0
Multiple Measurements and Joint Dimensionality Reduction for Large Scale Image Search with Short Vectors - Extended Version0
Exploring EEG for Object Detection and Retrieval0
Concentric network symmetry grasps authors' styles in word adjacency networks0
Evaluation Evaluation a Monte Carlo study0
Beyond Short Snippets: Deep Networks for Video ClassificationCode0
Weakly Supervised Learning of Objects, Attributes and their Associations0
Infinite Author Topic Model based on Mixed Gamma-Negative Binomial Process0
Socializing the Semantic Gap: A Comparative Survey on Image Tag Assignment, Refinement and RetrievalCode0
Generalized K-fan Multimodal Deep Model with Shared Representations0
User Profiling Trends, Techniques and Applications0
Role of Matrix Factorization Model in Collaborative Filtering Algorithm: A Survey0
Web Search Result Clustering based on Cuckoo Search and Consensus Clustering0
Yara Parser: A Fast and Accurate Dependency ParserCode0
Using Generic Summarization to Improve Music Information Retrieval Tasks0
What the F-measure doesn't measure: Features, Flaws, Fallacies and Fixes0
The RatioLog Project: Rational Extensions of Logical Reasoning0
Content-Based Bird Retrieval using Shape context, Color moments and Bag of Features0
Knowledge-based Query Expansion in Real-Time Microblog Search0
Implementation of an efficient Fuzzy Logic based Information Retrieval System0
A divisive hierarchical clustering-based method for indexing image information0
Low-Level Features for Image Retrieval Based on Extraction of Directional Binary Patterns and Its Oriented Gradients Histogram0
Neural Responding Machine for Short-Text ConversationCode2
Visualization of Clandestine Labs from Seizure Reports: Thematic Mapping and Data Mining Research Directions0
Coding local and global binary visual features extracted from video sequences0
Describing Colors, Textures and Shapes for Content Based Image Retrieval - A Survey0
Evaluation of Deep Convolutional Nets for Document Image Classification and 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