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 1415114200 of 14297 papers

TitleStatusHype
Question Answering Against Very-Large Text Collections0
Image Retrieval based on Bag-of-Words model0
Image Classification by Feature Dimension Reduction and Graph based Ranking0
Duplicate Bug Report Detection With a Combination of Information Retrieval and Topic Modeling0
Image Retrieval using Histogram Factorization and Contextual Similarity Learning0
Meaning-focused and Quantum-inspired Information Retrieval0
A Massively Parallel Associative Memory Based on Sparse Neural Networks0
Machine Learning, Clustering, and Polymorphy0
KNET: Integrating Hypermedia and Bayesian Modeling0
An Uncertainty Management Calculus for Ordering Searches in Distributed Dynamic Databases0
A General Purpose Inference Engine for Evidential Reasoning Research0
An Architecture for Probabilistic Concept-Based Information Retrieval0
Problem Structure and Evidential Reasoning0
Compressive Shift Retrieval0
Convex and Scalable Weakly Labeled SVMs0
Adaptive Crowdsourcing Algorithms for the Bandit Survey Problem0
WNtags: A Web-Based Tool For Image Labeling And Retrieval With Lexical Ontologies0
Learning to Rank for Expert Search in Digital Libraries of Academic Publications0
Neural Networks Built from Unreliable Components0
Probabilistic Latent Semantic AnalysisCode0
A Semantic Matching Energy Function for Learning with Multi-relational Data0
Audio Classical Composer Identification by Deep Neural Network0
Coupled Neural Associative Memories0
Large Scale Strongly Supervised Ensemble Metric Learning, with Applications to Face Verification and Retrieval0
Topic Extraction and Bundling of Related Scientific Articles0
A Multi-View Embedding Space for Modeling Internet Images, Tags, and their Semantics0
TQDL: Integrated Models for Cross-Language Document Retrieval0
THUTR: A Translation Retrieval System0
Stemming Tigrinya Words for Information Retrieval0
The Use of Dependency Relation Graph to Enhance the Term Weighting in Question Retrieval0
Unsupervised and Semi-Supervised Morphological Analysis for Information Retrieval in the Biomedical Domain0
Combining Statistical Translation Techniques for Cross-Language Information Retrieval0
Approximate Sentence Retrieval for Scalable and Efficient Example-Based Machine Translation0
Exploiting Bilingual Translation for Question Retrieval in Community-Based Question Answering0
Learning Semantics with Deep Belief Network for Cross-Language Information Retrieval0
An Issue-oriented Syllabus Retrieval System using Terminology-based Syllabus Structuring and Visualization0
Efficient Sampling for Bipartite Matching Problems0
GenDeR: A Generic Diversified Ranking Algorithm0
Hamming Distance Metric Learning0
CPRL -- An Extension of Compressive Sensing to the Phase Retrieval Problem0
Human memory search as a random walk in a semantic network0
Multimodal Learning with Deep Boltzmann Machines0
Angular Quantization-based Binary Codes for Fast Similarity Search0
Projection Retrieval for Classification0
Unsupervised Structure Discovery for Semantic Analysis of Audio0
Super-Bit Locality-Sensitive Hashing0
Logical segmentation for article extraction in digitized old newspapers0
Detecting multiword phrases in mathematical text corporaCode0
Efficient Regularized Least-Squares Algorithms for Conditional Ranking on Relational Data0
Stemmer for Serbian languageCode0
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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