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 1380113850 of 14297 papers

TitleStatusHype
Unsupervised Deep Shape Descriptor With Point Distribution LearningCode0
Supervised Hashing Using Graph Cuts and Boosted Decision TreesCode0
Reshaped Wirtinger Flow and Incremental Algorithm for Solving Quadratic System of EquationsCode0
Supervised Learning of Semantics-Preserving Hash via Deep Convolutional Neural NetworksCode0
AugTriever: Unsupervised Dense Retrieval and Domain Adaptation by Scalable Data AugmentationCode0
Semantic Decomposition of Question and SQL for Text-to-SQL ParsingCode0
Unsupervised Dense Retrieval Training with Web AnchorsCode0
Towards Reliable Misinformation Mitigation: Generalization, Uncertainty, and GPT-4Code0
Towards Reliable Testing for Multiple Information Retrieval System ComparisonsCode0
Overparameterized Neural Networks Implement Associative MemoryCode0
Supporting Evidence-Based Medicine by Finding Both Relevant and Significant WorksCode0
Push-pull Feedback Implements Hierarchical Information Retrieval EfficientlyCode0
Phase retrieval in high dimensions: Statistical and computational phase transitionsCode0
Unsupervised Document Expansion for Information Retrieval with Stochastic Text GenerationCode0
Towards Retrieval-based Conversational RecommendationCode0
Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency GapsCode0
One Network for Multi-Domains: Domain Adaptive Hashing with Intersectant Generative Adversarial NetworkCode0
Semantic Cluster Unary Loss for Efficient Deep HashingCode0
Surface-Based Retrieval Reduces Perplexity of Retrieval-Augmented Language ModelsCode0
Surface Networks via General CoversCode0
Visual Explanation for Deep Metric LearningCode0
PUNCH: Positive UNlabelled Classification based information retrieval in Hyperspectral imagesCode0
Unsupervised Facial Expression Representation Learning with Contrastive Local WarpingCode0
Provable Low Rank Phase RetrievalCode0
Of Spiky SVDs and Music RecommendationCode0
A Physics-Inspired Deep Learning Framework with Polar Coordinate Attention for Ptychographic ImagingCode0
PtychoDV: Vision Transformer-Based Deep Unrolling Network for Ptychographic Image ReconstructionCode0
Towards Robust Text Retrieval with Progressive LearningCode0
Semantic-Aware Knowledge Preservation for Zero-Shot Sketch-Based Image RetrievalCode0
Towards Safer Operations: An Expert-involved Dataset of High-Pressure Gas Incidents for Preventing Future FailuresCode0
Towards Sample-Optimal Compressive Phase Retrieval with Sparse and Generative PriorsCode0
PTVD: A Large-Scale Plot-Oriented Multimodal Dataset Based on Television DramasCode0
Phase Diverse Phase Retrieval for Microscopy: Comparison of Gaussian and Poisson ApproachesCode0
Open-Domain Conversational Question Answering with Historical AnswersCode0
Semantic-Aware Adversarial Training for Reliable Deep Hashing RetrievalCode0
SUT: a new multi-purpose synthetic dataset for Farsi document image analysisCode0
Unsupervised hard Negative Augmentation for contrastive learningCode0
Pseudo Relevance Feedback with Deep Language Models and Dense Retrievers: Successes and PitfallsCode0
ReSel: N-ary Relation Extraction from Scientific Text and Tables by Learning to Retrieve and SelectCode0
Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image RetrievalCode0
SVMax: A Feature Embedding RegularizerCode0
Unsupervised Hashing with Semantic Concept MiningCode0
Word2winners at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim RetrievalCode0
Word Discriminations for Vocabulary Inventory PredictionCode0
Semantically-Enriched Search Engine for Geoportals: A Case Study with ArcGIS OnlineCode0
Towards Trustworthy Reranking: A Simple yet Effective Abstention MechanismCode0
RerrFact: Reduced Evidence Retrieval Representations for Scientific Claim VerificationCode0
SyllabusQA: A Course Logistics Question Answering DatasetCode0
Unsupervised Identification of Relevant Prior CasesCode0
Symbolic inductive bias for visually grounded learning of spoken languageCode0
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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