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 24512500 of 14297 papers

TitleStatusHype
Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn DialogueCode1
Do Response Selection Models Really Know What's Next? Utterance Manipulation Strategies for Multi-turn Response SelectionCode1
Dual Encoding for Video Retrieval by TextCode1
Towards Musically Meaningful Explanations Using Source SeparationCode1
A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and ReportsCode1
Uncovering Hidden Challenges in Query-Based Video Moment RetrievalCode1
Self-supervised Video Representation Learning by Uncovering Spatio-temporal StatisticsCode1
Learning Condition Invariant Features for Retrieval-Based Localization from 1M ImagesCode1
Neural Code Search Revisited: Enhancing Code Snippet Retrieval through Natural Language IntentCode1
1st Place Solution to Google Landmark Retrieval 2020Code1
3rd Place Solution to "Google Landmark Retrieval 2020"Code1
VLANet: Video-Language Alignment Network for Weakly-Supervised Video Moment RetrievalCode1
VisualSem: A High-quality Knowledge Graph for Vision and LanguageCode1
Regularized Two-Branch Proposal Networks for Weakly-Supervised Moment Retrieval in VideosCode1
DeVLBert: Learning Deconfounded Visio-Linguistic RepresentationsCode1
Do Not Disturb Me: Person Re-identification Under the Interference of Other PedestriansCode1
BroadFace: Looking at Tens of Thousands of People at Once for Face RecognitionCode1
Sketch-Guided Object Localization in Natural ImagesCode1
Self-supervised Video Representation Learning by Pace PredictionCode1
OCoR: An Overlapping-Aware Code RetrieverCode1
LogoDet-3K: A Large-Scale Image Dataset for Logo DetectionCode1
Dynamic Object Removal and Spatio-Temporal RGB-D Inpainting via Geometry-Aware Adversarial LearningCode1
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer EncodersCode1
Text as Neural Operator: Image Manipulation by Text InstructionCode1
Retrieval Guided Unsupervised Multi-domain Image-to-Image TranslationCode1
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 second183.53Unverified
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