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 9351–9400 of 14297 papers

TitleStatusHype
Information Ranking Using Optimum-Path Forest—0
NeuralNDCG: Direct Optimisation of a Ranking Metric via Differentiable Relaxation of SortingCode1
Overview of the TREC 2020 deep learning trackCode1
Win-Fail Action RecognitionCode0
Learning Intra-Batch Connections for Deep Metric LearningCode1
Colored Kimia Path24 Dataset: Configurations and Benchmarks with Deep Embeddings—0
PAQ: 65 Million Probably-Asked Questions and What You Can Do With ThemCode1
Supporting search engines with knowledge and context—0
Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency BenefitsCode1
Exploring the Impact of Noise on Hybrid Inversion of PROSAIL RTM on Sentinel-2 DataCode1
Less is More: ClipBERT for Video-and-Language Learning via Sparse SamplingCode1
DEEPF0: End-To-End Fundamental Frequency Estimation for Music and Speech Signals—0
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text SupervisionCode2
Training Vision Transformers for Image RetrievalCode1
VINS: Visual Search for Mobile User Interface DesignCode1
Biomedical Question Answering: A Survey of Approaches and Challenges—0
Fashion Focus: Multi-modal Retrieval System for Video Commodity Localization in E-commerce—0
Efficient Retrieval Augmented Generation from Unstructured Knowledge for Task-Oriented DialogCode0
Content Placement in Networks of Similarity Caches—0
NewsBERT: Distilling Pre-trained Language Model for Intelligent News Application—0
Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones is EnoughCode1
Telling the What while Pointing to the Where: Multimodal Queries for Image Retrieval—0
User Engagement Prediction for Clarification in SearchCode0
An Efficient Framework for Zero-Shot Sketch-Based Image Retrieval—0
Multi-level Distance Regularization for Deep Metric LearningCode1
Applying the Affective Aware Pseudo Association Method to Enhance the Top-N Recommendations Distribution to Users in Group Emotion Recommender Systems—0
Entanglement in Cognition violating Bell Inequalities Beyond Cirel'son's Bound—0
Memory Augmented Sequential Paragraph Retrieval for Multi-hop Question Answering—0
Role of Attentive History Selection in Conversational Information SeekingCode0
Learning Audio-Visual Correlations from Variational Cross-Modal Generation—0
A Collaborative Visual SLAM Framework for Service Robots—0
CHEF: Cross-modal Hierarchical Embeddings for Food Domain RetrievalCode0
High-Rate Quantum Private Information Retrieval with Weakly Self-Dual Star Product Codes—0
Deep Face Fuzzy Vault: Implementation and Performance—0
One Size Does Not Fit All: Finding the Optimal Subword Sizes for FastText Models across Languages—0
Comprehensive Study on Denoising of Medical Images Utilizing Neural Network Based Auto-Encoder—0
Learning to Match Mathematical Statements with ProofsCode0
When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation DataCode1
Rank-Consistency Deep Hashing for Scalable Multi-Label Image Search—0
Private Linear Transformation: The Joint Privacy Case—0
A New Design of Cache-aided Multiuser Private Information Retrieval with Uncoded Prefetching—0
Dynamic Texture Recognition via Nuclear Distances on Kernelized Scattering Histogram SpacesCode0
Total Least Squares Phase RetrievalCode0
Rescuing Deep Hashing from Dead Bits Problem—0
Revamp: Enhancing Accessible Information Seeking Experience of Online Shopping for Blind or Low Vision Users—0
Structure-Aware Audio-to-Score Alignment using Progressively Dilated Convolutional Neural Networks—0
Improving Accountability in Recommender Systems Research Through Reproducibility—0
Decoupling the Role of Data, Attention, and Losses in Multimodal TransformersCode0
Melon Playlist Dataset: a public dataset for audio-based playlist generation and music taggingCode0
OpenMatch: An Open Source Library for Neu-IR ResearchCode1
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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