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 1235112400 of 14297 papers

TitleStatusHype
Benchmarking a transformer-FREE model for ad-hoc retrievalCode0
ECtHR-PCR: A Dataset for Precedent Understanding and Prior Case Retrieval in the European Court of Human RightsCode0
ECO: Efficient Convolutional Network for Online Video UnderstandingCode0
Flow Matching for Atmospheric Retrieval of Exoplanets: Where Reliability meets Adaptive Noise LevelsCode0
FlowRetrieval: Flow-Guided Data Retrieval for Few-Shot Imitation LearningCode0
IR like a SIR: Sense-enhanced Information Retrieval for Multiple LanguagesCode0
Early Exit Strategies for Approximate k-NN Search in Dense RetrievalCode0
ir_metadata: An Extensible Metadata Schema for IR ExperimentsCode0
EALM: Introducing Multidimensional Ethical Alignment in Conversational Information RetrievalCode0
Nonconvex optimization for optimum retrieval of the transmission matrix of a multimode fiberCode0
DyVo: Dynamic Vocabularies for Learned Sparse Retrieval with EntitiesCode0
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAGCode0
12-in-1: Multi-Task Vision and Language Representation LearningCode0
ALOHA: Artificial Learning of Human Attributes for Dialogue AgentsCode0
DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual DataCode0
Dynamic Weighted Combiner for Mixed-Modal Image RetrievalCode0
IRSC: A Zero-shot Evaluation Benchmark for Information Retrieval through Semantic Comprehension in Retrieval-Augmented Generation ScenariosCode0
Dynamic Texture Recognition via Nuclear Distances on Kernelized Scattering Histogram SpacesCode0
Dynamic Facet Selection by Maximizing Graded RelevanceCode0
I run as fast as a rabbit, can you? A Multilingual Simile Dialogue DatasetCode0
DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAGCode0
Few-Shot Text Ranking with Meta Adapted Synthetic Weak SupervisionCode0
Is ChatGPT a Biomedical Expert? -- Exploring the Zero-Shot Performance of Current GPT Models in Biomedical TasksCode0
Food Recommendations for Reducing Water FootprintCode0
Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support ConversationCode0
Continual Learning of Long Topic Sequences in Neural Information RetrievalCode0
Dynamically-Scaled Deep Canonical Correlation AnalysisCode0
Dynamic Adapter with Semantics Disentangling for Cross-lingual Cross-modal RetrievalCode0
An Efficient Approximate kNN Graph Method for Diffusion on Image RetrievalCode0
MeTA: A Unified Toolkit for Text Retrieval and AnalysisCode0
Continual Learning for Generative Retrieval over Dynamic CorporaCode0
Dwell in the Beginning: How Language Models Embed Long Documents for Dense RetrievalCode0
NESTLE: a No-Code Tool for Statistical Analysis of Legal CorpusCode0
Answer Retrieval in Legal Community Question AnsweringCode0
Leveraging Unlabeled Data for Crowd Counting by Learning to RankCode0
Duluth at SemEval-2025 Task 7: TF-IDF with Optimized Vector Dimensions for Multilingual Fact-Checked Claim RetrievalCode0
FormulaReasoning: A Dataset for Formula-Based Numerical ReasoningCode0
MultiGrain: a unified image embedding for classes and instancesCode0
Duet at TREC 2019 Deep Learning TrackCode0
Deep Learning-based Patient Re-identification Is able to Exploit the Biometric Nature of Medical Chest X-ray DataCode0
Is Multimodal Vision Supervision Beneficial to Language?Code0
Context Unaware Knowledge Distillation for Image RetrievalCode0
New Metrics to Encourage Innovation and Diversity in Information Retrieval ApproachesCode0
Is Non-IID Data a Threat in Federated Online Learning to Rank?Code0
Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented DialogCode0
Isotropic Representation Can Improve Dense RetrievalCode0
Benchmark for Complex Answer RetrievalCode0
Answering Complex Questions Using Open Information ExtractionCode0
A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language ModelsCode0
FrameFinder: Explorative Multi-Perspective Framing Extraction from News HeadlinesCode0
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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