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 5451–5500 of 14297 papers

TitleStatusHype
ComRAG: Retrieval-Augmented Generation with Dynamic Vector Stores for Real-time Community Question Answering in Industry—0
Assessing the behavior and performance of a supervised term-weighting technique for topic-based retrieval—0
From Retrieval to Generation: Comparing Different Approaches—0
From Retrieval to Generation: Efficient and Effective Entity Set Expansion—0
Harvesting comparable corpora and mining them for equivalent bilingual sentences using statistical classification and analogy- based heuristics—0
Hashing on Nonlinear Manifolds—0
From Scattered Sources to Comprehensive Technology Landscape: A Recommendation-based Retrieval Approach—0
Concentric network symmetry grasps authors' styles in word adjacency networks—0
Health Information Retrieval -- State of the art report—0
From Semantic Retrieval to Pairwise Ranking: Applying Deep Learning in E-commerce Search—0
HGAMN: Heterogeneous Graph Attention Matching Network for Multilingual POI Retrieval at Baidu Maps—0
Concept Based vs. Pseudo Relevance Feedback Performance Evaluation for Information Retrieval System—0
From Stability to Chaos: Analyzing Gradient Descent Dynamics in Quadratic Regression—0
ConceptCarve: Dynamic Realization of Evidence—0
Concept Embedding for Information Retrieval—0
High resolution functional imaging through Lorentz transmission electron microscopy and differentiable programming—0
From Visual Attributes to Adjectives through Decompositional Distributional Semantics—0
Conceptualizing Machine Learning for Dynamic Information Retrieval of Electronic Health Record Notes—0
HYRR: Hybrid Infused Reranking for Passage Retrieval—0
From Zero to Hero: How local curvature at artless initial conditions leads away from bad minima—0
Cognitively Inspired Components for Social Conversational Agents—0
FastCAD: Real-Time CAD Retrieval and Alignment from Scans and Videos—0
Frustratingly Hard Evidence Retrieval for QA Over Books—0
A Sketch Based 3D Shape Retrieval Approach Based on Efficient Deep Point-to-Subspace Metric Learning—0
Fast Barcode Retrieval for Consensus Contouring—0
Full-attention based Neural Architecture Search using Context Auto-regression—0
Full-Network Embedding in a Multimodal Embedding Pipeline—0
Conditional Cross Attention Network for Multi-Space Embedding without Entanglement in Only a SINGLE Network—0
Fast Approximate K-Means via Cluster Closures—0
Conditional Diffusion-Based Retrieval of Atmospheric CO2 from Earth Observing Spectroscopy—0
Cognitively Biased Users Interacting with Algorithmically Biased Results in Whole-Session Search on Debated Topics—0
Fundamental Limits of Weak Recovery with Applications to Phase Retrieval—0
Fast and Robust Structural Damage Analysis of Civil Infrastructure Using UAV Imagery—0
Furnishing Your Room by What You See: An End-to-End Furniture Set Retrieval Framework with Rich Annotated Benchmark Dataset—0
Further results on dissimilarity spaces for hyperspectral images RF-CBIR—0
Further Theoretical Study of Distribution Separation Method for Information Retrieval—0
Cognitive Dynamic Systems: A Technical Review of Cognitive Radar—0
Fuse after Align: Improving Face-Voice Association Learning via Multimodal Encoder—0
Fuse and Attend: Generalized Embedding Learning for Art and Sketches—0
ASI++: Towards Distributionally Balanced End-to-End Generative Retrieval—0
Handwritten Amharic Character Recognition System Using Convolutional Neural Networks—0
HapticCap: A Multimodal Dataset and Task for Understanding User Experience of Vibration Haptic Signals—0
Fusing Local Similarities for Retrieval-based 3D Orientation Estimation of Unseen Objects—0
Confidence-guided Centroids for Unsupervised Person Re-Identification—0
Fast and Efficient Scene Categorization for Autonomous Driving using VAEs—0
Fusion-supervised Deep Cross-modal Hashing—0
Fusion vectors: Embedding Graph Fusions for Efficient Unsupervised Rank Aggregation—0
Future of Information Retrieval Research in the Age of Generative AI—0
Cognitive-Aligned Document Selection for Retrieval-augmented Generation—0
Fast and Accurate Normal Estimation for Point Cloud via Patch Stitching—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