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 1140111450 of 14297 papers

TitleStatusHype
Multitask Text-to-Visual Embedding with Titles and Clickthrough Data0
Learning Nonsymmetric Determinantal Point ProcessesCode1
Fashion IQ: A New Dataset Towards Retrieving Images by Natural Language FeedbackCode1
Quantifying consensus of rankings based on q-support patternsCode0
The General Pair-based Weighting Loss for Deep Metric Learning0
Weakly-paired Cross-Modal Hashing0
Approaching Adaptation Guided Retrieval in Case-Based Reasoning through Inference in Undirected Graphical Models0
Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification0
Large Scale Question Paraphrase Retrieval with Smoothed Deep Metric Learning0
Gaining Extra Supervision via Multi-task learning for Multi-Modal Video Question Answering0
Discrete Infomax Codes for Supervised Representation Learning0
A Compact Representation of Histopathology Images using Digital Stain Separation & Frequency-Based Encoded Local Projections0
Efficient Object Embedding for Spliced Image Retrieval0
An Empirical Study on Post-processing Methods for Word Embeddings0
Label Prediction Framework for Semi-Supervised Cross-Modal Retrieval0
On the Evaluation Metric for Hashing0
Learning with Succinct Common Representation Based on Wyner's Common Information0
Learning to Detect and Retrieve Objects from Unlabeled VideosCode0
Statistical Significance Testing in Information Retrieval: An Empirical Analysis of Type I, Type II and Type III ErrorsCode0
Precision-Recall Curves Using Information Divergence Frontiers0
An Ensemble of Bayesian Neural Networks for Exoplanetary Atmospheric RetrievalCode0
Beyond Visual Semantics: Exploring the Role of Scene Text in Image Understanding0
Texture retrieval using periodically extended and adaptive curvelets0
MatchZoo: A Learning, Practicing, and Developing System for Neural Text MatchingCode0
Deep learning based mood tagging for Chinese song lyrics0
An Efficient Approach for Super and Nested Term Indexing and Retrieval0
Hierarchical Annotation of Images with Two-Alternative-Forced-Choice Metric Learning0
Watermark retrieval from 3D printed objects via synthetic data training0
Improved Text-Image Matching by Mitigating Visual Semantic Hubs0
A Comprehensive Study of ImageNet Pre-Training for Historical Document Image Analysis0
Deeper Text Understanding for IR with Contextual Neural Language ModelingCode0
ANTIQUE: A Non-Factoid Question Answering BenchmarkCode0
Retrieving Multi-Entity Associations: An Evaluation of Combination Modes for Word Embeddings0
PDH : Probabilistic deep hashing based on MAP estimation of Hamming distance0
Why Machines Cannot Learn Mathematics, Yet0
Self-Supervised Similarity Learning for Digital Pathology0
Skeleton-Based Hand Gesture Recognition by Learning SPD Matrices with Neural Networks0
Image Captioning based on Deep Learning Methods: A Survey0
Learning to Memorize in Neural Task-Oriented Dialogue Systems0
DivGraphPointer: A Graph Pointer Network for Extracting Diverse Keyphrases0
Deep Unified Multimodal Embeddings for Understanding both Content and Users in Social Media Networks0
Improving Relevance Prediction with Transfer Learning in Large-scale Retrieval Systems0
Single-shot non-invasive three-dimensional imaging through scattering media0
Structure Label Prediction Using Similarity-Based Retrieval and Weakly-Supervised Label Mapping0
One-Shot Texture Retrieval with Global Context Metric0
Local Features and Visual Words Emerge in ActivationsCode0
BERT with History Answer Embedding for Conversational Question AnsweringCode0
Generalized Approximate Survey Propagation for High-Dimensional Estimation0
Quantifying and Alleviating the Language Prior Problem in Visual Question AnsweringCode0
Ranking-based Deep Cross-modal Hashing0
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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