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 1375113800 of 14297 papers

TitleStatusHype
Phase-Retrieval with Incomplete Autocorrelations Using Deep Convolutional AutoencodersCode0
Phase Retrieval with Holography and Untrained Priors: Tackling the Challenges of Low-Photon Nanoscale ImagingCode0
Vision Meets Language: A RAG-Augmented YOLOv8 Framework for Coffee Disease Diagnosis and Farmer AssistanceCode0
Q-TOD: A Query-driven Task-oriented Dialogue SystemCode0
Phase retrieval via non-rigid image registrationCode0
Towards Identity-Aware Cross-Modal Retrieval: a Dataset and a BaselineCode0
Towards Improved Proxy-based Deep Metric Learning via Data-Augmented Domain AdaptationCode0
Towards Improving the Explainability of Text-based Information Retrieval with Knowledge GraphsCode0
Response Ranking with Multi-types of Deep Interactive Representations in Retrieval-based DialoguesCode0
SYSML: StYlometry with Structure and Multitask Learning: Implications for Darknet Forum Migrant AnalysisCode0
Unsupervised Audio-Caption Aligning Learns Correspondences between Individual Sound Events and Textual PhrasesCode0
QASC: A Dataset for Question Answering via Sentence CompositionCode0
Vision Transformer Based Video Hashing Retrieval for Tracing the Source of Fake VideosCode0
Towards Lighter and Robust Evaluation for Retrieval Augmented GenerationCode0
Phase Retrieval via Model-Free Power Flow Jacobian RecoveryCode0
Semantic Search as Extractive Paraphrase Span DetectionCode0
Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation SystemsCode0
Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense RetrievalCode0
Response Quality Assessment for Retrieval-Augmented Generation via Conditional Conformal FactualityCode0
sub-region localized hashing for fine-grained image retrievalCode0
Towards More Robust Retrieval-Augmented Generation: Evaluating RAG Under Adversarial Poisoning AttacksCode0
Semantic Role Aware Correlation Transformer for Text to Video RetrievalCode0
On the Impact of Entity Linking in Microblog Real-Time FilteringCode0
Response Generation by Context-aware Prototype EditingCode0
Phase Retrieval using Expectation Consistent Signal Recovery Algorithm based on HypernetworkCode0
Phase Retrieval Using Conditional Generative Adversarial NetworksCode0
SUCEA: Reasoning-Intensive Retrieval for Adversarial Fact-checking through Claim Decomposition and EditingCode0
Pylon: Semantic Table Union Search in Data LakesCode0
Suffix Retrieval-Augmented Language ModelingCode0
Z-LaVI: Zero-Shot Language Solver Fueled by Visual ImaginationCode0
Resolving the Scope of Speculation and Negation using Transformer-Based ArchitecturesCode0
On the Generalization Ability of Retrieval-Enhanced TransformersCode0
Unsupervised Cross-Lingual Information Retrieval using Monolingual Data OnlyCode0
What Is the Best Practice for CNNs Applied to Visual Instance Retrieval?Code0
On the Effects of Regional Spelling Conventions in Retrieval ModelsCode0
Semantic query-by-example speech search using visual groundingCode0
Towards Optimal Discrete Online Hashing with Balanced SimilarityCode0
PVNet: A Joint Convolutional Network of Point Cloud and Multi-View for 3D Shape RecognitionCode0
Open-Domain Conversational Search Assistant with TransformersCode0
Semantic-Preserving Augmentation for Robust Image-Text RetrievalCode0
iASiS Open Data Graph: Automated Semantic Integration of Disease-Specific KnowledgeCode0
On feature selection and evaluation of transportation mode prediction strategiesCode0
Resolving References in Visually-Grounded Dialogue via Text GenerationCode0
Retrieval Augmented Generation using Engineering Design KnowledgeCode0
Supervised Attribute Information Removal and Reconstruction for Image ManipulationCode0
Semantic Hierarchy Preserving Deep Hashing for Large-scale Image RetrievalCode0
Phase Retrieval using Alternating MinimizationCode0
One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in DialoguesCode0
Overview and Results: CL-SciSumm Shared Task 2019Code0
Resolving Conflicting Evidence in Automated Fact-Checking: A Study on Retrieval-Augmented LLMsCode0
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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