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 87518800 of 14297 papers

TitleStatusHype
Codified audio language modeling learns useful representations for music information retrievalCode1
SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking0
On the Evaluation of Commit Message Generation Models: An Experimental StudyCode1
Dynamic Modality Interaction Modeling for Image-Text RetrievalCode1
MetaP: Meta Pattern Learning for One-Shot Knowledge Graph CompletionCode1
Similarity Guided Deep Face Image Retrieval0
Deep Image Synthesis from Intuitive User Input: A Review and Perspectives0
Joint Models for Answer Verification in Question Answering Systems0
Ill-posed Surface Emissivity Retrieval from Multi-Geometry Hyperspectral Images using a Hybrid Deep Neural Network0
Deep Learning Based Image Retrieval in the JPEG Compressed Domain0
Use of Affective Visual Information for Summarization of Human-Centric Videos0
Video 3D Sampling for Self-supervised Representation Learning0
Case-based Similar Image Retrieval for Weakly Annotated Large Histopathological Images of Malignant Lymphoma Using Deep Metric Learning0
Graphing else matters: exploiting aspect opinions and ratings in explainable graph-based recommendations0
Partial 3D Object Retrieval using Local Binary QUICCI Descriptors and Dissimilarity Tree IndexingCode0
Rating and aspect-based opinion graph embeddings for explainable recommendations0
ROPUST: Improving Robustness through Fine-tuning with Photonic Processors and Synthetic Gradients0
PhotoChat: A Human-Human Dialogue Dataset with Photo Sharing Behavior for Joint Image-Text Modeling0
STDP-based Associative Memory Formation and Retrieval0
VidLanKD: Improving Language Understanding via Video-Distilled Knowledge TransferCode1
Evaluation of Audio-Visual Alignments in Visually Grounded Speech ModelsCode0
A Review-based Taxonomy for Secure Health Care Monitoring: Wireless Smart Cameras0
Parts2Words: Learning Joint Embedding of Point Clouds and Texts by Bidirectional Matching between Parts and WordsCode1
Graph Convolution for Re-ranking in Person Re-identificationCode1
MixStyle Neural Networks for Domain Generalization and Adaptation0
DPPIN: A Biological Repository of Dynamic Protein-Protein Interaction Network DataCode1
Online Hashing with Similarity Learning0
TagRec: Automated Tagging of Questions with Hierarchical Learning TaxonomyCode0
Ascent Similarity Caching with Approximate Indexes0
Inter-intra Variant Dual Representations forSelf-supervised Video RecognitionCode0
A Comparison of the Word Similarity Measurement in English-Arabic Translation Memory Segment Retrieval Including an Inflectional Affix Intervention0
FedCMR: Federated Cross-Modal RetrievalCode1
A Task-Oriented Dialogue Architecture via Transformer Neural Language Models and Symbolic Injection0
Fundamental Exploration of Evaluation Metrics for Persona Characteristics of Text Utterances0
DTAFA: Decoupled Training Architecture for Efficient FAQ Retrieval0
A Survey on Graph-Based Deep Learning for Computational Histopathology0
Embedding-based Recommender System for Job to Candidate Matching on Scale0
SearchGCN: Powering Embedding Retrieval by Graph Convolution Networks for E-Commerce Search0
Orthonormal Product Quantization Network for Scalable Face Image RetrievalCode0
A Search Engine for Scientific Publications: a Cybersecurity Case Study0
News Article Retrieval in Context for Event-centric Narrative CreationCode0
A Simple and Efficient Probabilistic Language model for Code-Mixed Text0
Open-Set Representation Learning through Combinatorial Embedding0
Towards Sample-Optimal Compressive Phase Retrieval with Sparse and Generative PriorsCode0
Keyphrase Generation for Scientific Document RetrievalCode1
On the Capacity of Quantum Private Information Retrieval from MDS-Coded and Colluding Servers0
A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques0
Analyzing Research Trends in Inorganic Materials Literature Using NLPCode0
Detecting race and gender bias in visual representation of AI on web search engines0
A Graph-based approach to derive the geodesic distance on Statistical manifolds: Application to Multimedia Information Retrieval0
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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