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 12901–12950 of 14297 papers

TitleStatusHype
Self-supervised learning of visual features through embedding images into text topic spaces—0
How a General-Purpose Commonsense Ontology can Improve Performance of Learning-Based Image RetrievalCode0
Attention-based Natural Language Person Retrieval—0
Hashing as Tie-Aware Learning to RankCode0
Lightweight Efficient Multi-keyword Ranked Search over Encrypted Cloud Data using Dual Word Embeddings—0
Classification and Retrieval of Digital Pathology Scans: A New Dataset—0
Semantic Softmax Loss for Zero-Shot Learning—0
Ask the Right Questions: Active Question Reformulation with Reinforcement LearningCode0
Search Engine Guided Non-Parametric Neural Machine Translation—0
Faceted classification: management and use—0
Document Retrieval on Repetitive String Collections—0
Sample-Efficient Algorithms for Recovering Structured Signals from Magnitude-Only MeasurementsCode0
Learning a Hierarchical Latent-Variable Model of 3D ShapesCode0
Generative Adversarial Networks for Multimodal Representation Learning in Video Hyperlinking—0
Learning Semantics for Image Annotation—0
Key-Value Retrieval Networks for Task-Oriented DialogueCode0
Machine learning methods for multimedia information retrieval—0
Benchmark for Complex Answer RetrievalCode0
Revisiting IM2GPS in the Deep Learning Era—0
An Improved Video Analysis using Context based Extension of LSH—0
octopusfs:a distributed file system with tiered storage management—0
Relevance-based Word Embedding—0
Machine Learning with World Knowledge: The Position and Survey—0
A Dual-Source Approach for 3D Human Pose Estimation from a Single Image—0
Image Annotation using Multi-Layer Sparse Coding—0
Unified Embedding and Metric Learning for Zero-Exemplar Event Detection—0
KATE: K-Competitive Autoencoder for TextCode0
Neural Models for Information Retrieval—0
A Rule-Based Computational Model of Cognitive Arithmetic—0
Unsupervised Part-based Weighting Aggregation of Deep Convolutional Features for Image RetrievalCode1
Dense-Captioning Events in VideosCode1
Increasing Papers' Discoverability with Precise Semantic Labeling: the sci.AI Platform—0
Optimal Projected Variance Group-Sparse Block PCA—0
Spotting the Difference: Context Retrieval and Analysis for Improved Forgery Detection and Localization—0
Scaling Active Search using Linear Similarity FunctionsCode0
Neural Ranking Models with Weak SupervisionCode0
Not All Dialogues are Created Equal: Instance Weighting for Neural Conversational Models—0
End-to-End Multimodal Emotion Recognition using Deep Neural NetworksCode0
Spatio-temporal Person Retrieval via Natural Language Queries—0
Recognizing Descriptive Wikipedia Categories for Historical Figures—0
Accelerated Nearest Neighbor Search with Quick ADCCode0
An Analysis of Action Recognition Datasets for Language and Vision Tasks—0
Content-Based Video-Music Retrieval Using Soft Intra-Modal Structure ConstraintCode0
Convex Formulation of Multiple Instance Learning from Positive and Unlabeled BagsCode0
Panorama to panorama matching for location recognition—0
Efficient and Effective Tail Latency Minimization in Multi-Stage Retrieval Systems—0
Robust Wirtinger Flow for Phase Retrieval with Arbitrary Corruption—0
HPatches: A benchmark and evaluation of handcrafted and learned local descriptors—0
Answering Complex Questions Using Open Information ExtractionCode0
Least square ellipsoid fitting using iterative orthogonal transformations—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