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 1295113000 of 14297 papers

TitleStatusHype
Integrating Scene Text and Visual Appearance for Fine-Grained Image Classification0
Cross-media Similarity Metric Learning with Unified Deep Networks0
Applying High-Resolution Visible Imagery to Satellite Melt Pond Fraction Retrieval: A Neural Network Approach0
Asymmetric Feature Maps with Application to Sketch Based Retrieval0
Unsupervised part learning for visual recognition0
PACRR: A Position-Aware Neural IR Model for Relevance MatchingCode0
Learning Two-Branch Neural Networks for Image-Text Matching TasksCode0
Avalanches and Generalized Memory Associativity in a Network Model for Conscious and Unconscious Mental Functioning0
Utterance Retrieval Based on Recurrent Surface Text PatternsCode0
Supervised Deep Hashing for Hierarchical Labeled Data0
Training Triplet Networks with GANCode0
Rhetorical relations for information retrieval0
A Computational Approach to Relative Aesthetics0
Probabilistic Search for Structured Data via Probabilistic Programming and Nonparametric BayesCode0
Simultaneous Feature Aggregating and Hashing for Large-scale Image Search0
Escape from Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud ModelsCode0
Arabic Textual Entailment with Word Embeddings0
Multi-Modal Fashion Product Retrieval0
Identifying Effective Translations for Cross-lingual Arabic-to-English User-generated Speech Search0
Semantic Similarity of Arabic Sentences with Word Embeddings0
The Use of Object Labels and Spatial Prepositions as Keywords in a Web-Retrieval-Based Image Caption Generation System0
Neoveille, a Web Platform for Neologism Tracking0
Discriminative Information Retrieval for Question Answering Sentence SelectionCode0
Measuring Topic Coherence through Optimal Word Buckets0
Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation0
Which is the Effective Way for Gaokao: Information Retrieval or Neural Networks?Code0
Reading Wikipedia to Answer Open-Domain QuestionsCode1
Improving Entity Retrieval on Structured Data0
Deep scattering transform applied to note onset detection and instrument recognition0
MIHash: Online Hashing with Mutual InformationCode0
Question Answering from Unstructured Text by Retrieval and Comprehension0
A simulated annealing approach to optimal storing in a multi-level warehouse0
Medical Image Retrieval using Deep Convolutional Neural NetworkCode0
Content-Based Image Retrieval Based on Late Fusion of Binary and Local Descriptors0
Content-based similar document image retrieval using fusion of CNN features0
An End-to-End Approach to Natural Language Object Retrieval via Context-Aware Deep Reinforcement Learning0
Improving Statistical Multimedia Information Retrieval Model by using Ontology0
Ontology Based Pivoted normalization using Vector Based Approach for information Retrieval0
Cross-modal Deep Metric Learning with Multi-task Regularization0
Improving Person Re-identification by Attribute and Identity LearningCode1
Automatic Text Summarization Approaches to Speed up Topic Model Learning Process0
Twitter100k: A Real-world Dataset for Weakly Supervised Cross-Media Retrieval0
Fast Spectral Ranking for Similarity SearchCode0
Zero-Shot Learning by Generating Pseudo Feature Representations0
Deep Tensor Encoding0
Learning Robust Visual-Semantic Embeddings0
Modeling Relational Data with Graph Convolutional NetworksCode1
Deep Sketch Hashing: Fast Free-hand Sketch-Based Image RetrievalCode0
Learning Robust Hash Codes for Multiple Instance Image Retrieval0
Legal Question Answering using Ranking SVM and Deep Convolutional Neural Network0
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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