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 1270112750 of 14297 papers

TitleStatusHype
LLMs are Biased Evaluators But Not Biased for Retrieval Augmented GenerationCode0
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective DistillationCode0
Dissecting Deep Metric Learning Losses for Image-Text RetrievalCode0
Multilingual Needle in a Haystack: Investigating Long-Context Behavior of Multilingual Large Language ModelsCode0
GINGER: Grounded Information Nugget-Based Generation of ResponsesCode0
A Compact Embedding for Facial Expression SimilarityCode0
Knowledge Distillation for Singing Voice DetectionCode0
An Information Retrieval and Extraction Tool for Covid-19 Related PapersCode0
LLMs in Biomedicine: A study on clinical Named Entity RecognitionCode0
Compositional Sketch SearchCode0
Disentangling and Integrating Relational and Sensory Information in Transformer ArchitecturesCode0
GLARE: Guided LexRank for Advanced Retrieval in Legal AnalysisCode0
Disentanglement of Latent Representations via Causal InterventionsCode0
Compositional Questions Do Not Necessitate Multi-hop ReasoningCode0
Disentanglement by Cyclic ReconstructionCode0
Knowledge-Enhanced Evidence Retrieval for Counterargument GenerationCode0
Compositional Image-Text Matching and Retrieval by Grounding EntitiesCode0
Discriminative Residual Analysis for Image Set Classification with Posture and Age VariationsCode0
Multilingual Previously Fact-Checked Claim RetrievalCode0
An Empirical Study of Retrieval-enhanced Graph Neural NetworksCode0
Discriminative Information Retrieval for Question Answering Sentence SelectionCode0
Augmenting Memory Networks for Rich and Efficient Retrieval in Grounded DialogueCode0
Compositional Image Retrieval via Instruction-Aware Contrastive LearningCode0
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail KnowledgeCode0
Cross-Camera Trajectories Help Person Retrieval in a Camera NetworkCode0
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-rankerCode0
Discovery and Recognition of Formula Concepts using Machine LearningCode0
A Commonsense-Infused Language-Agnostic Learning Framework for Enhancing Prediction of Political Polarity in Multilingual News HeadlinesCode0
LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model PromptingCode0
Component-based Attention for Large-scale Trademark RetrievalCode0
An Indexing Scheme and Descriptor for 3D Object Retrieval Based on Local Shape QueryingCode0
Discovering Low-rank Subspaces for Language-agnostic Multilingual RepresentationsCode0
DiSCo: LLM Knowledge Distillation for Efficient Sparse Retrieval in Conversational SearchCode0
Complete CVDL Methodology for Investigating Hydrodynamic InstabilitiesCode0
Complete 3D Scene Parsing from an RGBD ImageCode0
Directional dark-field retrieval with single-grid x-ray imagingCode0
Goal-Oriented Script ConstructionCode0
GOCA: Guided Online Cluster Assignment for Self-Supervised Video Representation LearningCode0
Going for GOAL: A Resource for Grounded Football CommentariesCode0
DIRAS: Efficient LLM Annotation of Document Relevance in Retrieval Augmented GenerationCode0
NIR-Prompt: A Multi-task Generalized Neural Information Retrieval Training FrameworkCode0
Comparative Evaluation of Hand-Crafted and Learned Local FeaturesCode0
Goniometers are a Powerful Acoustic Feature for Music Information Retrieval TasksCode0
Community Member Retrieval on Social Media using Textual InformationCode0
The hypergeometric test performs comparably to TF-IDF on standard text analysis tasksCode0
DimonGen: Diversified Generative Commonsense Reasoning for Explaining Concept RelationshipsCode0
Knowledge graphs for empirical concept retrievalCode0
DIME: An Online Tool for the Visual Comparison of Cross-Modal Retrieval ModelsCode0
Digital phase-only holography using deep conditional generative modelsCode0
Diffusion Based Augmentation for Captioning and Retrieval in Cultural HeritageCode0
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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