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 1215112200 of 14297 papers

TitleStatusHype
Sanity Check: A Strong Alignment and Information Retrieval Baseline for Question Answering0
A Survey of Knowledge Representation in Service Robotics0
Functional Object-Oriented Network: Construction & ExpansionCode0
Deep Cross-modality Adaptation via Semantics Preserving Adversarial Learning for Sketch-based 3D Shape Retrieval0
Deep Saliency Hashing0
TextTopicNet - Self-Supervised Learning of Visual Features Through Embedding Images on Semantic Text SpacesCode0
Styling with Attention to Details0
Pragmatic approach to structured data querying via natural language interface0
Studio2Shop: from studio photo shoots to fashion articles0
Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval and Matrix Completion0
Accommodation of Conversational Code-Choice0
BioAMA: Towards an End to End BioMedical Question Answering System0
MeSH-based dataset for measuring the relevance of text retrieval0
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval0
The Importance of Recommender and Feedback Features in a Pronunciation Learning Aid0
Phrase2VecGLM: Neural generalized language model--based semantic tagging for complex query reformulation in medical IR0
Pushing the Limits of Radiology with Joint Modeling of Visual and Textual Information0
Retrieval of the Best Counterargument without Prior Topic Knowledge0
Moon IME: Neural-based Chinese Pinyin Aided Input Method with Customizable Association0
Exemplar Encoder-Decoder for Neural Conversation Generation0
Bridging Languages through Images with Deep Partial Canonical Correlation AnalysisCode0
Biomedical Document Retrieval for Clinical Decision Support System0
HarriGT: A Tool for Linking News to Science0
Product-based Neural Networks for User Response Prediction over Multi-field Categorical DataCode0
The Historical Significance of Textual DistancesCode0
Peerus Review: a tool for scientific experts finding0
Impact of the Query Set on the Evaluation of Expert Finding SystemsCode0
Human Action Recognition and Prediction: A Survey0
EmbNum: Semantic labeling for numerical values with deep metric learning0
Low Photon Count Phase Retrieval Using Deep Learning0
Evaluation of Information Retrieval Systems Using Structural Equation Modelling0
Handling Massive N-Gram Datasets EfficientlyCode0
Mapping Unparalleled Clinical Professional and Consumer Languages with Embedding Alignment0
Modeling Multi-turn Conversation with Deep Utterance AggregationCode0
Towards Practical Visual Search Engine within Elasticsearch0
Leveraging Implicit Spatial Information in Global Features for Image Retrieval0
An accurate retrieval through R-MAC+ descriptors for landmark recognitionCode0
An empirical study on the names of points of interest and their changes with geographic distanceCode0
Metadata Enrichment of Multi-Disciplinary Digital Library: A Semantic-based Approach0
Multiple Scattering Media Imaging via End-to-End Neural Network0
Response Generation by Context-aware Prototype EditingCode0
Semi-supervised Hashing for Semi-Paired Cross-View Retrieval0
Comparative Analysis of Neural QA models on SQuAD0
BinGAN: Learning Compact Binary Descriptors with a Regularized GANCode0
Indoor Visual Positioning Aided by CNN-Based Image Retrieval: Training-Free, 3D Modeling-FreeCode0
Efficient Nearest Neighbors Search for Large-Scale Landmark RecognitionCode0
Image classification and retrieval with random depthwise signed convolutional neural networksCode0
Weakly Supervised Deep Image Hashing through Tag EmbeddingsCode0
Convergence of Learning Dynamics in Information Retrieval Games0
Semantic Image Retrieval by Uniting Deep Neural Networks and Cognitive Architectures0
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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