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 48514900 of 14297 papers

TitleStatusHype
Efficient Nearest Neighbors Search for Large-Scale Landmark RecognitionCode0
CapEnrich: Enriching Caption Semantics for Web Images via Cross-modal Pre-trained KnowledgeCode0
Greedy Optimized Multileaving for PersonalizationCode0
Grounding Fallacies Misrepresenting Scientific Publications in EvidenceCode0
GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction ExplorationCode0
Gray Level Co-Occurrence Matrices: Generalisation and Some New FeaturesCode0
Efficient Machine Translation Domain AdaptationCode0
GRATR: Zero-Shot Evidence Graph Retrieval-Augmented Trustworthiness ReasoningCode0
GraphRAFT: Retrieval Augmented Fine-Tuning for Knowledge Graphs on Graph DatabasesCode0
Greedy Hash: Towards Fast Optimization for Accurate Hash Coding in CNNCode0
Harmonized Multimodal Learning with Gaussian Process Latent Variable ModelsCode0
ICECAP: Information Concentrated Entity-aware Image CaptioningCode0
Inverse Cooking: Recipe Generation from Food ImagesCode0
Graph-based Hierarchical Relevance Matching Signals for Ad-hoc RetrievalCode0
Graph Based Temporal Aggregation for Video RetrievalCode0
Gram Barcodes for Histopathology Tissue Texture RetrievalCode0
ClimateX: Do LLMs Accurately Assess Human Expert Confidence in Climate Statements?Code0
Learning Two-Branch Neural Networks for Image-Text Matching TasksCode0
GRAMMAR: Grounded and Modular Methodology for Assessment of Closed-Domain Retrieval-Augmented Language ModelCode0
Learning Visual Actions Using Multiple Verb-Only LabelsCode0
GRADA: Graph-based Reranker against Adversarial Documents AttackCode0
3SHNet: Boosting Image-Sentence Retrieval via Visual Semantic-Spatial Self-HighlightingCode0
Gradient-based Maximally Interfered Retrieval for Domain Incremental 3D Object DetectionCode0
GPU-FV: Realtime Fisher Vector and Its Applications in Video MonitoringCode0
GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language ModelsCode0
A Pose-Sensitive Embedding for Person Re-Identification with Expanded Cross Neighborhood Re-RankingCode0
Efficient k-Nearest-Neighbor Machine Translation with Dynamic RetrievalCode0
Going for GOAL: A Resource for Grounded Football CommentariesCode0
Can LLMs reason over extended multilingual contexts? Towards long-context evaluation beyond retrieval and haystacksCode0
Efficient Image Retrieval via Decoupling Diffusion into Online and Offline ProcessingCode0
GOCA: Guided Online Cluster Assignment for Self-Supervised Video Representation LearningCode0
Explainable and Discourse Topic-aware Neural Language UnderstandingCode0
Goniometers are a Powerful Acoustic Feature for Music Information Retrieval TasksCode0
Goal-Oriented Script ConstructionCode0
GLARE: Guided LexRank for Advanced Retrieval in Legal AnalysisCode0
Efficient End-to-End Video Question Answering with Pyramidal Multimodal TransformerCode0
Efficient Document Retrieval with G-RetrieverCode0
GINGER: Grounded Information Nugget-Based Generation of ResponsesCode0
Efficient Document Retrieval by End-to-End Refining and Quantizing BERT Embedding with Contrastive Product QuantizationCode0
CANDY: A Benchmark for Continuous Approximate Nearest Neighbor Search with Dynamic Data IngestionCode0
Explaining Deep Convolutional Neural Networks on Music ClassificationCode0
CLIP-Branches: Interactive Fine-Tuning for Text-Image RetrievalCode0
Cross-Camera Trajectories Help Person Retrieval in a Camera NetworkCode0
Explain like I am BM25: Interpreting a Dense Model's Ranked-List with a Sparse ApproximationCode0
Graph Matching Networks for Learning the Similarity of Graph Structured ObjectsCode0
Geometric features for voxel-based surface recognitionCode0
Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and BeyondCode0
Can Diffusion Models Provide Rigorous Uncertainty Quantification for Bayesian Inverse Problems?Code0
Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN RepresentationsCode0
Geolocation Estimation of Photos using a Hierarchical Model and Scene ClassificationCode0
Show:102550
← PrevPage 98 of 286Next →

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