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 1285112900 of 14297 papers

TitleStatusHype
Retrieval of multimedia stimuli with semantic and emotional cues: Suggestions from a controlled study0
A selectional auto-encoder approach for document image binarizationCode0
Co-PACRR: A Context-Aware Neural IR Model for Ad-hoc RetrievalCode0
Phase Retrieval via Randomized Kaczmarz: Theoretical Guarantees0
CS591 Report: Application of siamesa network in 2D transformation0
Classification of Medical Images and Illustrations in the Biomedical Literature Using Synergic Deep Learning0
Path planning for Robotic Mobile Fulfillment SystemsCode0
DE-PACRR: Exploring Layers Inside the PACRR Model0
Sampling Matters in Deep Embedding LearningCode1
Living Labs - An Ethical Challenge for Researchers and Platform Providers0
Deep Hashing Network for Unsupervised Domain AdaptationCode1
Enriching Existing Test Collections with OXPath0
Word-Entity Duet Representations for Document Ranking0
Leveraging web resources for keyword assignment to short text documents0
Recent Advance in Content-based Image Retrieval: A Literature Survey0
The E-Average Common Submatrix: Approximate Searching in a Restricted Neighborhood0
Rapid Probabilistic Interest Learning from Domain-Specific Pairwise Image Comparisons0
Place recognition: An Overview of Vision Perspective0
Accelerating Innovation Through Analogy Mining0
Active learning in annotating micro-blogs dealing with e-reputationCode0
Face Clustering: Representation and Pairwise Constraints0
DSRIM: A Deep Neural Information Retrieval Model Enhanced by a Knowledge Resource Driven Representation of Documents0
Shape-Color Differential Moment Invariants under Affine Transformations0
RELink: A Research Framework and Test Collection for Entity-Relationship Retrieval0
Semantic Entity Retrieval ToolkitCode1
PatternNet: A Benchmark Dataset for Performance Evaluation of Remote Sensing Image Retrieval0
An Empirical Study of Some Selected IR Models for Bengali Monolingual Information Retrieval0
Collaborative Summarization of Topic-Related Videos0
Content-Based Table Retrieval for Web Queries0
Manga FaceNetCode0
A Kind of Affine Weighted Moment Invariants0
A Random-Fern based Feature Approach for Image Matching0
Improving Legal Information Retrieval by Distributional Composition with Term Order Probabilities0
See, Hear, and Read: Deep Aligned RepresentationsCode0
Order embeddings and character-level convolutions for multimodal alignment0
Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach0
Dual-reference Face Retrieval0
Ranking to Learn and Learning to Rank: On the Role of Ranking in Pattern Recognition Applications0
Cross-modal Common Representation Learning by Hybrid Transfer Network0
Deep Supervised Discrete Hashing0
Multi-View Task-Driven Recognition in Visual Sensor Networks0
Reflection Invariant and Symmetry Detection0
Working hard to know your neighbor's margins: Local descriptor learning lossCode1
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval ModelsCode0
Solving Almost all Systems of Random Quadratic Equations0
Cross-modal Subspace Learning for Fine-grained Sketch-based Image Retrieval0
Deep Complex NetworksCode1
Deep image representations using caption generatorsCode0
Unsupervised Feature Learning for Writer Identification and Writer Retrieval0
LRSE: A Lightweight Efficient Searchable Encryption Scheme using Local and Global Representations0
Show:102550
← PrevPage 258 of 286Next →

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