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 1385113900 of 14297 papers

TitleStatusHype
Semantic Modelling with Long-Short-Term Memory for Information Retrieval0
Deep metric learning using Triplet networkCode1
Improving zero-shot learning by mitigating the hubness problemCode0
Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN)Code0
Visual Instance Retrieval with Deep Convolutional Networks0
Minimizing the Number of Matching Queries for Object Retrieval0
Application of Topic Models to Judgments from Public Procurement Domain0
Discovering beautiful attributes for aesthetic image analysis0
Random Forests Can Hash0
Automatic video scene segmentation based on spatial-temporal clues and rhythm0
Tools for Terminology Processing0
A Framework for Shape Analysis via Hilbert Space Embedding0
Deep Visual-Semantic Alignments for Generating Image DescriptionsCode0
Reading Text in the Wild with Convolutional Neural Networks0
Event Retrieval Using Motion Barcodes0
Hashing on Nonlinear Manifolds0
Retrieval Term Prediction Using Deep Belief Networks0
Optimal Teaching for Limited-Capacity Human Learners0
On the Statistical Consistency of Plug-in Classifiers for Non-decomposable Performance Measures0
Analog Memories in a Balanced Rate-Based Network of E-I Neurons0
Efficient Optimization for Average Precision SVM0
A Probabilistic Framework for Multimodal Retrieval using Integrative Indian Buffet Process0
Cone-Constrained Principal Component Analysis0
Orthogonal Matrix Retrieval in Cryo-Electron Microscopy0
Cross-Modal Learning via Pairwise Constraints0
3D-Assisted Image Feature Synthesis for Novel Views of an Object0
Image Classification and Retrieval from User-Supplied Tags0
Learning a Recurrent Visual Representation for Image Caption Generation0
Efficient Media Retrieval from Non-Cooperative Queries0
A Pooling Approach to Modelling Spatial Relations for Image Retrieval and Annotation0
Cross-Modal Similarity Learning : A Low Rank Bilinear Formulation0
Long-term Recurrent Convolutional Networks for Visual Recognition and DescriptionCode0
A Latent Clothing Attribute Approach for Human Pose Estimation0
Revisiting Kernelized Locality-Sensitive Hashing for Improved Large-Scale Image Retrieval0
Asymmetric Minwise HashingCode0
A Faster Method for Tracking and Scoring Videos Corresponding to Sentences0
A Novel Approach to Develop a New Hybrid Technique for Trademark Image Retrieval0
The Spaces of Data, Information, and Knowledge0
A Probabilistic Translation Method for Dictionary-based Cross-lingual Information Retrieval in Agglutinative Languages0
On Detecting Noun-Adjective Agreement Errors in Bulgarian Language Using GATE0
DeepSentiBank: Visual Sentiment Concept Classification with Deep Convolutional Neural NetworksCode0
A comparison of dense region detectors for image search and fine-grained classification0
Learning to Rank Binary Codes0
The Tomaco Hybrid Matching Framework for SAWSDL Semantic Web Services0
Supervised mid-level features for word image representation0
MKL-RT: Multiple Kernel Learning for Ratio-trace Problems via Convex Optimization0
POLYGLOT-NER: Massive Multilingual Named Entity Recognition0
Tag Relevance Fusion for Social Image Retrieval0
Understanding Locally Competitive Networks0
Explain Images with Multimodal Recurrent Neural Networks0
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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