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 73517400 of 14297 papers

TitleStatusHype
Crafting Knowledge: Exploring the Creative Mechanisms of Chat-Based Search Engines0
Audio Features Affected by Music Expressiveness0
Adaptive Multi-Agent E-Learning Recommender Systems0
Human Action Recognition and Prediction: A Survey0
CPS-MEBR: Click Feedback-Aware Web Page Summarization for Multi-Embedding-Based Retrieval0
CPS++: Improving Class-level 6D Pose and Shape Estimation From Monocular Images With Self-Supervised Learning0
Audio-Enhanced Text-to-Video Retrieval using Text-Conditioned Feature Alignment0
CPR: Retrieval Augmented Generation for Copyright Protection0
HTML-LSTM: Information Extraction from HTML Tables in Web Pages using Tree-Structured LSTM0
Learning deep representation of multityped objects and tasks0
CPRL -- An Extension of Compressive Sensing to the Phase Retrieval Problem0
A model for structured information representation in neural networks0
Learning Deep Representations via Contrastive Learning for Instance Retrieval0
HRoT: Hybrid prompt strategy and Retrieval of Thought for Table-Text Hybrid Question Answering0
HRGE-Net: Hierarchical Relational Graph Embedding Network for Multi-view 3D Shape Recognition0
Learning Deep Sketch Abstraction0
CP-mtML: Coupled Projection multi-task Metric Learning for Large Scale Face Retrieval0
Learning Dense Representations for Entity Retrieval0
Audio Content Analysis0
H-QuEST: Accelerating Query-by-Example Spoken Term Detection with Hierarchical Indexing0
HPatches: A benchmark and evaluation of handcrafted and learned local descriptors0
CovRelex: A COVID-19 Retrieval System with Relation Extraction0
Audio Classical Composer Identification by Deep Neural Network0
Learning Disentangled Latent Factors from Paired Data in Cross-Modal Retrieval: An Implicit Identifiable VAE Approach0
A model and package for German ColBERT0
Adaptive Margin Diversity Regularizer for handling Data Imbalance in Zero-Shot SBIR0
A Case Study on the Impact of Similarity Measure on Information Retrieval based Software Engineering Tasks0
How Vital is the Jurisprudential Relevance: Law Article Intervened Legal Case Retrieval and Matching0
How User Language Affects Conflict Fatality Estimates in ChatGPT0
CoVLR: Coordinating Cross-Modal Consistency and Intra-Modal Structure for Vision-Language Retrieval0
Learning Dynamic Classes of Events using Stacked Multilayer Perceptron Networks0
Learning Effective Binary Visual Representations with Deep Networks0
How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval0
Learning Efficient Representations for Image-Based Patent Retrieval0
Learning Embeddings for Product Visual Search with Triplet Loss and Online Sampling0
Learning Embodied Semantics via Music and Dance Semiotic Correlations0
COVIDLies: Detecting COVID-19 Misinformation on Social Media0
Enhancing Retrieval-Augmented Audio Captioning with Generation-Assisted Multimodal Querying and Progressive Learning0
Learning Fair Ranking Policies via Differentiable Optimization of Ordered Weighted Averages0
How to Train Triplet Networks with 100K Identities?0
Learning Federated Representations and Recommendations with Limited Negatives0
Learning from All Sides: Diversified Positive Augmentation via Self-distillation in Recommendation0
How to Search the Internet Archive Without Indexing It0
COVID-19 Literature Mining and Retrieval using Text Mining Approaches0
How to Retrieve Examples in In-context Learning to Improve Conversational Emotion Recognition using Large Language Models?0
Learning from Negative User Feedback and Measuring Responsiveness for Sequential Recommenders0
Learning From Weights: A Cost-Sensitive Approach For Ad Retrieval0
How to Read Paintings: Semantic Art Understanding with Multi-Modal Retrieval0
Learning Geodesic-Aware Local Features from RGB-D Images0
COVID-19 Knowledge Graph: Accelerating Information Retrieval and Discovery for Scientific Literature0
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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