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 1300113050 of 14297 papers

TitleStatusHype
CitRet: A Hybrid Model for Cited Text Span RetrievalCode0
Hierarchical Relational Networks for Group Activity Recognition and RetrievalCode0
Large-Scale Historical Watermark Recognition: dataset and a new consistency-based approachCode0
DeepPatent2: A Large-Scale Benchmarking Corpus for Technical Drawing UnderstandingCode0
Hierarchical Similarity Learning for Language-based Product Image RetrievalCode0
An empirical study on the names of points of interest and their changes with geographic distanceCode0
Deep Neural Networks for YouTube RecommendationsCode0
Large-Scale Image Retrieval with Attentive Deep Local FeaturesCode0
Hierarchy-based Image Embeddings for Semantic Image RetrievalCode0
Circulant temporal encoding for video retrieval and temporal alignmentCode0
Deep Music Retrieval for Fine-Grained Videos by Exploiting Cross-Modal-Encoded Voice-OversCode0
An Empirical Study on Compliance with Ranking Transparency in the Software Documentation of EU Online PlatformsCode0
CIIR@LiveRAG 2025: Optimizing Multi-Agent Retrieval Augmented Generation through Self-TrainingCode0
Large-Scale Location Recognition and the Geometric Burstiness ProblemCode0
Large Scale Multi-Lingual Multi-Modal Summarization DatasetCode0
Chunk-based Nearest Neighbor Machine TranslationCode0
MMCoQA: Conversational Question Answering over Text, Tables, and ImagesCode0
LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric LearningCode0
A template-independent approach for information extraction in real estate documentsCode0
Multimodal Unsupervised Domain Generalization by Retrieving Across the Modality GapCode0
Large Scale Product Graph Construction for Recommendation in E-commerceCode0
ChoralSynth: Synthetic Dataset of Choral SingingCode0
Deep Multi Query Image RetrievalCode0
A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer's TypeCode0
Multimodal Hypothetical Summary for Retrieval-based Multi-image Question AnsweringCode0
An Empirical Study of Validating Synthetic Data for Text-Based Person RetrievalCode0
Music Discovery Dialogue Generation Using Human Intent Analysis and Large Language ModelsCode0
Aggregating Deep Convolutional Features for Image RetrievalCode0
An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language ModelsCode0
Deep Metric Learning with Chance ConstraintsCode0
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval CriterionCode0
HIRO: Hierarchical Information Retrieval OptimizationCode0
HistoKernel: Whole Slide Image Level Maximum Mean Discrepancy Kernels for Pan-Cancer Predictive ModellingCode0
Deep Metric Learning with BIER: Boosting Independent Embeddings RobustlyCode0
Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable ConvergenceCode0
Music Genre Classification using Large Language ModelsCode0
Deep Metric Learning via Facility LocationCode0
A Tale of Trust and Accuracy: Base vs. Instruct LLMs in RAG SystemsCode0
An Empathetic AI Coach for Self-Attachment TherapyCode0
A Geometric Analysis of Phase RetrievalCode0
A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation Is the Fixed Point of Adversarial GameCode0
LowCLIP: Adapting the CLIP Model Architecture for Low-Resource Languages in Multimodal Image Retrieval TaskCode0
Agentic Reasoning: Reasoning LLMs with Tools for the Deep ResearchCode0
HKUST at SemEval-2023 Task 1: Visual Word Sense Disambiguation with Context Augmentation and Visual AssistanceCode0
Deep Metric Learning to RankCode0
Deep Metric Learning Beyond Binary SupervisionCode0
Deep Learning for Hand Gesture Recognition on Skeletal DataCode0
Error-Robust Retrieval for Chinese Spelling CheckCode0
Deep Learning for Fine-Grained Image Analysis: A SurveyCode0
Large Vision-Language Models for Knowledge-Grounded Data Annotation of MemesCode0
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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