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 38013850 of 14297 papers

TitleStatusHype
JNLP Team: Deep Learning for Legal Processing in COLIEE 2020Code0
Differentiable Outlier Detection Enable Robust Deep Multimodal AnalysisCode0
Joint Embedding of 3D Scan and CAD ObjectsCode0
ConTra: (Con)text (Tra)nsformer for Cross-Modal Video RetrievalCode0
A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer's TypeCode0
Privacy-Preserved Neural Graph DatabasesCode0
Joint Multisided Exposure Fairness for RecommendationCode0
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its ApplicationsCode0
ALoFTRAG: Automatic Local Fine Tuning for Retrieval Augmented GenerationCode0
Probabilistic Search for Structured Data via Probabilistic Programming and Nonparametric BayesCode0
A Tale of Trust and Accuracy: Base vs. Instruct LLMs in RAG SystemsCode0
JAZZVAR: A Dataset of Variations found within Solo Piano Performances of Jazz Standards for Music OverpaintingCode0
JIR-Arena: The First Benchmark Dataset for Just-in-time Information RecommendationCode0
A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation Is the Fixed Point of Adversarial GameCode0
Continual Learning of Long Topic Sequences in Neural Information RetrievalCode0
It Takes Two to Tango: Combining Visual and Textual Information for Detecting Duplicate Video-Based Bug ReportsCode0
JavaBERT: Training a transformer-based model for the Java programming languageCode0
Bilingual alignment transfers to multilingual alignment for unsupervised parallel text miningCode0
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering CapabilityCode0
JointRank: Rank Large Set with Single PassCode0
Continual Learning for Generative Retrieval over Dynamic CorporaCode0
A System for Comprehensive Assessment of RAG FrameworksCode0
Context Unaware Knowledge Distillation for Image RetrievalCode0
Is Non-IID Data a Threat in Federated Online Learning to Rank?Code0
Isotropic Representation Can Improve Dense RetrievalCode0
Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based ApproachCode0
Contextual Recurrent Neural NetworksCode0
DIME: An Online Tool for the Visual Comparison of Cross-Modal Retrieval ModelsCode0
Is Multimodal Vision Supervision Beneficial to Language?Code0
Adapting Learned Sparse Retrieval for Long DocumentsCode0
Deep Learning-based Patient Re-identification Is able to Exploit the Biometric Nature of Medical Chest X-ray DataCode0
Iterative Manifold Embedding Layer Learned by Incomplete Data for Large-scale Image RetrievalCode0
IRSC: A Zero-shot Evaluation Benchmark for Information Retrieval through Semantic Comprehension in Retrieval-Augmented Generation ScenariosCode0
Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue SystemsCode0
I run as fast as a rabbit, can you? A Multilingual Simile Dialogue DatasetCode0
Is ChatGPT a Biomedical Expert? -- Exploring the Zero-Shot Performance of Current GPT Models in Biomedical TasksCode0
Asynchronous Training of Word Embeddings for Large Text CorporaCode0
IR like a SIR: Sense-enhanced Information Retrieval for Multiple LanguagesCode0
ir_metadata: An Extensible Metadata Schema for IR ExperimentsCode0
Iterative NLP Query Refinement for Enhancing Domain-Specific Information Retrieval: A Case Study in Career ServicesCode0
Contextualization with SPLADE for High Recall RetrievalCode0
IR2: Information Regularization for Information RetrievalCode0
InvGC: Robust Cross-Modal Retrieval by Inverse Graph ConvolutionCode0
All You Can Embed: Natural Language based Vehicle Retrieval with Spatio-Temporal TransformersCode0
iQPP: A Benchmark for Image Query Performance PredictionCode0
ir_explain: a Python Library of Explainable IR MethodsCode0
Asymmetric Minwise HashingCode0
Contextual Explainable Video Representation: Human Perception-based UnderstandingCode0
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval ModelsCode0
Contextual Bandits with Smooth Regret: Efficient Learning in Continuous Action SpacesCode0
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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