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 2476–2500 of 14297 papers

TitleStatusHype
Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source SeparationCode1
Self-supervised Video Representation Learning Using Inter-intra Contrastive FrameworkCode1
Towards Accurate Pixel-wise Object Tracking by Attention RetrievalCode1
Temporal Context Aggregation for Video Retrieval with Contrastive LearningCode1
Memory-augmented Dense Predictive Coding for Video Representation LearningCode1
The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020)Code1
audioLIME: Listenable Explanations Using Source SeparationCode1
ForkGAN: Seeing into the Rainy NightCode1
A Large-scale Annotated Mechanical Components Benchmark for Classification and Retrieval Tasks with Deep Neural NetworksCode1
Ultra-light deep MIR by trimming lottery ticketsCode1
NeuralQA: A Usable Library for Question Answering (Contextual Query Expansion + BERT) on Large DatasetsCode1
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image RetrievalCode1
Dynamic Character Graph via Online Face Clustering for Movie AnalysisCode1
Declarative Experimentation in Information Retrieval using PyTerrierCode1
Identity-Guided Human Semantic Parsing for Person Re-IdentificationCode1
Receptive-Field Regularized CNNs for Music Classification and TaggingCode1
Robust Image Retrieval-based Visual Localization using KaptureCode1
Hard negative examples are hard, but usefulCode1
IR-BERT: Leveraging BERT for Semantic Search in Background Linking for News ArticlesCode1
Smooth-AP: Smoothing the Path Towards Large-Scale Image RetrievalCode1
CAD-Deform: Deformable Fitting of CAD Models to 3D ScansCode1
Unsupervised Shape and Pose Disentanglement for 3D MeshesCode1
Multi-modal Transformer for Video RetrievalCode1
Conformer-Kernel with Query Term Independence for Document RetrievalCode1
On the Comparison of Classic and Deep Keypoint Detector and Descriptor MethodsCode1
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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