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

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Showing 6001–6050 of 14297 papers

TitleStatusHype
Deep-learning-based classification and retrieval of components of a process plant from segmented point clouds—0
Barwise Music Structure Analysis with the Correlation Block-Matching Segmentation Algorithm—0
An Effective Automatic Image Annotation Model Via Attention Model and Data Equilibrium—0
Deep Learning Approach for Singer Voice Classification of Vietnamese Popular Music—0
Barking Up The Syntactic Tree: Enhancing VLM Training with Syntactic Losses—0
Deep Learning Approaches for Image Retrieval and Pattern Spotting in Ancient Documents—0
Deep Learning Applied to Image and Text Matching—0
Barcodes for Medical Image Retrieval Using Autoencoded Radon Transform—0
ANEC: An Amharic Named Entity Corpus and Transformer Based Recognizer—0
Deep Learning applications for COVID-19—0
Deep Learning and Continuous Representations for Natural Language Processing—0
Deep Learning 3D Shapes Using Alt-az Anisotropic 2-Sphere Convolution—0
Deep Latent Space Learning for Cross-modal Mapping of Audio and Visual Signals—0
Deep Keyphrase Completion—0
Deep Joint Source-Channel Coding for Wireless Image Retrieval—0
Bandlimited signal reconstruction from leaky integrate-and-fire encoding using POCS—0
DeepJoin: Joinable Table Discovery with Pre-trained Language Models—0
BanditRank: Learning to Rank Using Contextual Bandits—0
A deep learning approach to clustering visual arts—0
Accurate and Fast Retrieval for Complex Non-metric Data via Neighborhood Graphs—0
Aligning Proteins and Language: A Foundation Model for Protein Retrieval—0
Deep Iterative Reconstruction for Phase Retrieval—0
Deep Iterative Phase Retrieval for Ptychography—0
Bandit Phase Retrieval—0
DeepInit Phase Retrieval—0
Deep Incremental Hashing Network for Efficient Image Retrieval—0
Anchor Graph Structure Fusion Hashing for Cross-Modal Similarity Search—0
Deep Image Synthesis from Intuitive User Input: A Review and Perspectives—0
Deep Image Set Hashing—0
Deep Image Retrieval is not Robust to Label Noise—0
Balancing Sparsity and Rank Constraints in Quadratic Basis Pursuit—0
Anchor-aware Deep Metric Learning for Audio-visual Retrieval—0
A Deep Learning Approach for Selective Relevance Feedback—0
Deep Learning for Instance Retrieval: A Survey—0
Balancing Reinforcement Learning Training Experiences in Interactive Information Retrieval—0
DeepHuMS: Deep Human Motion Signature for 3D Skeletal Sequences—0
DEEP HIERARCHICAL MODEL FOR HIERARCHICAL SELECTIVE CLASSIFICATION AND ZERO SHOT LEARNING—0
An Axiomatic Approach to Regularizing Neural Ranking Models—0
Deep Heterogeneous Hashing for Face Video Retrieval—0
Deep Hashing with Triplet Quantization Loss—0
Balancing Content Size in RAG-Text2SQL System—0
Deep Hashing With Minimal-Distance-Separated Hash Centers—0
Deep Hashing with Hash-Consistent Large Margin Proxy Embeddings—0
Balanced Gradient Sample Retrieval for Enhanced Knowledge Retention in Proxy-based Continual Learning—0
A Deep Investigation of Deep IR Models—0
Accurate and Fast Pixel Retrieval with Spatial and Uncertainty Aware Hypergraph Diffusion—0
Deep Hashing with Hash Center Update for Efficient Image Retrieval—0
Deep Hashing with Active Pairwise Supervision—0
DeepHashing using TripletLoss—0
Bailicai: A Domain-Optimized Retrieval-Augmented Generation Framework for Medical Applications—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified