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 1055110600 of 14297 papers

TitleStatusHype
ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component AnalysisCode1
Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal TransformersCode1
Non-Stationary Power System Forced Oscillation Analysis using Synchrosqueezing Transform0
DSTC8-AVSD: Multimodal Semantic Transformer Network with Retrieval Style Word Generator0
Impact of Semantic Granularity on Geographic Information Search Support0
Creating Something from Nothing: Unsupervised Knowledge Distillation for Cross-Modal HashingCode1
Learning to Cluster Faces via Confidence and Connectivity EstimationCode1
Task-adaptive Asymmetric Deep Cross-modal Hashing0
Studying the Effect of Digital Stain Separation of Histopathology Images on Image Search Performance0
Unification-based Reconstruction of Multi-hop Explanations for Science QuestionsCode0
Fashion Meets Computer Vision: A Survey0
Single-pixel coherent diffraction imaging0
InterBERT: Vision-and-Language Interaction for Multi-modal Pretraining0
Co-occurrence of deep convolutional features for image searchCode0
AriEL: volume coding for sentence generation0
Concept-aware Geographic Information Retrieval0
TREC CAsT 2019: The Conversational Assistance Track OverviewCode1
Same Features, Different Day: Weakly Supervised Feature Learning for Seasonal InvarianceCode0
Topological Data Analysis in Text Classification: Extracting Features with Additive Information0
Exploit Clues from Views: Self-Supervised and Regularized Learning for Multiview Object RecognitionCode1
Unsupervised Cross-Modal Audio Representation Learning from Unstructured Multilingual Text0
Real-time information retrieval from Identity cards0
BachGAN: High-Resolution Image Synthesis from Salient Object LayoutCode1
Compact Deep Aggregation for Set Retrieval0
Grounded Situation RecognitionCode1
Overview of the TREC 2019 Fair Ranking Track0
Two-stage Discriminative Re-ranking for Large-scale Landmark RetrievalCode1
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual GeneralizationCode1
Broad Area Search and Detection of Surface-to-Air Missile Sites Using Spatial Fusion of Component Object Detections from Deep Neural Networks0
Online stochastic gradient descent on non-convex losses from high-dimensional inference0
Progressive Domain-Independent Feature Decomposition Network for Zero-Shot Sketch-Based Image Retrieval0
Prob2Vec: Mathematical Semantic Embedding for Problem Retrieval in Adaptive Tutoring0
Geometrically Mappable Image FeaturesCode1
A Joint Approach to Compound Splitting and Idiomatic Compound Detection0
Inverse Problems, Deep Learning, and Symmetry Breaking0
DMV: Visual Object Tracking via Part-level Dense Memory and Voting-based Retrieval0
Cross-Shape Attention for Part Segmentation of 3D Point CloudsCode0
Exploring Inherent Properties of the Monophonic Melody of Songs0
Joint Event Extraction along Shortest Dependency Paths using Graph Convolutional Networks0
Deep convolutional embedding for digitized painting clustering0
Visual link retrieval and knowledge discovery in painting datasets0
AMIL: Adversarial Multi Instance Learning for Human Pose EstimationCode0
GFTE: Graph-based Financial Table ExtractionCode1
Overview of the TREC 2019 deep learning trackCode1
Lensless hyperspectral imaging by Fourier transform spectroscopy for broadband visible light: phase retrieval technique0
u-net CNN based fourier ptychography0
A Rotation-Invariant Framework for Deep Point Cloud AnalysisCode1
DeepEMD: Differentiable Earth Mover's Distance for Few-Shot LearningCode1
Text-based Person Search via Attribute-aided Matching0
Semantically-Enriched Search Engine for Geoportals: A Case Study with ArcGIS OnlineCode0
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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