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 7351–7400 of 14297 papers

TitleStatusHype
Event Retrieval Using Motion Barcodes—0
Event Retrieval in Large Video Collections with Circulant Temporal Encoding—0
Classification of Goods Using Text Descriptions With Sentences Retrieval—0
Event Presence Prediction Helps Trigger Detection Across Languages—0
EventNet: A Large Scale Structured Concept Library for Complex Event Detection in Video—0
Learning Decoupled Retrieval Representation for Nearest Neighbour Neural Machine Translation—0
Classification in the dark using tactile exploration—0
A Review of Deep Learning for Video Captioning—0
Dense Retrieval Adaptation using Target Domain Description—0
Learning deep representation of multityped objects and tasks—0
Beyond Captioning: Task-Specific Prompting for Improved VLM Performance in Mathematical Reasoning—0
Learning Deep Representations of Medical Images using Siamese CNNs with Application to Content-Based Image Retrieval—0
Learning Deep Representations via Contrastive Learning for Instance Retrieval—0
Event GDR: Event-Centric Generative Document Retrieval—0
Learning Deep Similarity Models with Focus Ranking for Fabric Image Retrieval—0
Learning Deep Sketch Abstraction—0
Event Extraction in Video Transcripts—0
Learning Dense Representations for Entity Retrieval—0
Classification and Retrieval of Digital Pathology Scans: A New Dataset—0
Event-driven Real-time Retrieval in Web Search—0
Dense Template Retrieval for Customer Support—0
Learning Discriminative Hashing Codes for Cross-Modal Retrieval based on Multi-view Features—0
Classification and reconstruction of spatially overlapping phase images using diffractive optical networks—0
Learning Disentangled Latent Factors from Paired Data in Cross-Modal Retrieval: An Implicit Identifiable VAE Approach—0
A Review-based Taxonomy for Secure Health Care Monitoring: Wireless Smart Cameras—0
Leveraging EfficientNet and Contrastive Learning for Accurate Global-scale Location Estimation—0
CLASS: Enhancing Cross-Modal Text-Molecule Retrieval Performance and Training Efficiency—0
Event-centric Query Suggestion for Online News—0
Class Anchor Margin Loss for Content-Based Image Retrieval—0
Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval—0
Learning Dynamic Classes of Events using Stacked Multilayer Perceptron Networks—0
Learning Effective Binary Visual Representations with Deep Networks—0
Density-Wise Two Stage Mammogram Classification using Texture Exploiting Descriptors—0
Learning Efficient Representations for Image-Based Patent Retrieval—0
Learning Embeddings for Product Visual Search with Triplet Loss and Online Sampling—0
Learning Embodied Semantics via Music and Dance Semiotic Correlations—0
Event-Centric Query Expansion in Web Search—0
Event-Centered Information Retrieval Using Kernels on Event Graphs—0
Learning Fair Ranking Policies via Differentiable Optimization of Ordered Weighted Averages—0
A Gradient Accumulation Method for Dense Retriever under Memory Constraint—0
Learning Federated Representations and Recommendations with Limited Negatives—0
Learning from All Sides: Diversified Positive Augmentation via Self-distillation in Recommendation—0
Learning from Litigation: Graphs and LLMs for Retrieval and Reasoning in eDiscovery—0
Beyond Disorder: Unveiling Cooperativeness in Multidirectional Associative Memories—0
Learning from Multiview Correlations in Open-Domain Videos—0
Learning from Negative User Feedback and Measuring Responsiveness for Sequential Recommenders—0
Learning From Weights: A Cost-Sensitive Approach For Ad Retrieval—0
Describing Colors, Textures and Shapes for Content Based Image Retrieval - A Survey—0
Learning Geodesic-Aware Local Features from RGB-D Images—0
Event-aware Video Corpus Moment Retrieval—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