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 1010110150 of 14297 papers

TitleStatusHype
Evaluating the reliability of acoustic speech embeddings0
Identity-Guided Human Semantic Parsing for Person Re-IdentificationCode1
Learning Task-oriented Disentangled Representations for Unsupervised Domain Adaptation0
Mask2CAD: 3D Shape Prediction by Learning to Segment and Retrieve0
A Survey on Complex Question Answering over Knowledge Base: Recent Advances and Challenges0
Hard negative examples are hard, but usefulCode1
COVID-19 Knowledge Graph: Accelerating Information Retrieval and Discovery for Scientific Literature0
IR-BERT: Leveraging BERT for Semantic Search in Background Linking for News ArticlesCode1
A Survey on Graph Neural Networks for Knowledge Graph Completion0
Positive Semidefinite Matrix Factorization: A Connection with Phase Retrieval and Affine Rank MinimizationCode0
Musical Word Embedding: Bridging the Gap between Listening Contexts and Music0
CAD-Deform: Deformable Fitting of CAD Models to 3D ScansCode1
ZSCRGAN: A GAN-based Expectation Maximization Model for Zero-Shot Retrieval of Images from Textual DescriptionsCode0
Smooth-AP: Smoothing the Path Towards Large-Scale Image RetrievalCode1
Unsupervised Shape and Pose Disentanglement for 3D MeshesCode1
Deep Learning Techniques for Future Intelligent Cross-Media Retrieval0
Understanding BERT Rankers Under Distillation0
Wireless Image Retrieval at the Edge0
Towards Multimodal MIR: Predicting individual differences from music-induced movement0
Time-Frequency Scattering Accurately Models Auditory Similarities Between Instrumental Playing TechniquesCode0
Fine-Grained Image Captioning with Global-Local Discriminative ObjectiveCode0
Check_square at CheckThat! 2020: Claim Detection in Social Media via Fusion of Transformer and Syntactic FeaturesCode0
Multi-modal Transformer for Video RetrievalCode1
Frustratingly Hard Evidence Retrieval for QA Over Books0
Conformer-Kernel with Query Term Independence for Document RetrievalCode1
On the Comparison of Classic and Deep Keypoint Detector and Descriptor MethodsCode1
A Comparison of Supervised Learning to Match Methods for Product SearchCode1
A Generic Visualization Approach for Convolutional Neural NetworksCode1
Dynamic Dual-Attentive Aggregation Learning for Visible-Infrared Person Re-IdentificationCode1
A Bag of Visual Words Model for Medical Image Retrieval0
Volumetric Transformer Networks0
Multi-Perspective Semantic Information Retrieval in the Biomedical Domain0
DH3D: Deep Hierarchical 3D Descriptors for Robust Large-Scale 6DoF RelocalizationCode1
Consensus-Aware Visual-Semantic Embedding for Image-Text MatchingCode1
Self-Supervised Learning of Context-Aware Pitch Prosody Representations0
Hopfield Networks is All You NeedCode2
A Genetic Algorithm for Obtaining Memory Constrained Near-Perfect Hashing0
DeepInit Phase Retrieval0
Preserving Semantic Neighborhoods for Robust Cross-modal Retrieval0
RetrieveGAN: Image Synthesis via Differentiable Patch Retrieval0
Overview of CheckThat! 2020: Automatic Identification and Verification of Claims in Social MediaCode1
Proof of Concept: Automatic Type Recognition0
A Multilingual Parallel Corpora Collection Effort for Indian LanguagesCode0
Deep Reinforced Query Reformulation for Information Retrieval0
Are We There Yet? Evaluating State-of-the-Art Neural Network based Geoparsers Using EUPEG as a Benchmarking PlatformCode1
Deep Representation Learning and Clustering of Traffic Scenarios0
Universal Model for Multi-Domain Medical Image Retrieval0
Re-ranking for Writer Identification and Writer Retrieval0
MosAIc: Finding Artistic Connections across Culture with Conditional Image RetrievalCode1
Compare and Reweight: Distinctive Image Captioning Using Similar Images Sets0
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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