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 48014850 of 14297 papers

TitleStatusHype
Efficient Training of Retrieval Models using Negative CacheCode0
Retrieval-based Localization Based on Domain-invariant Feature Learning under Changing EnvironmentsCode0
HaluEval-Wild: Evaluating Hallucinations of Language Models in the WildCode0
Harmonized Multimodal Learning with Gaussian Process Latent Variable ModelsCode0
Learning Compatible Multi-Prize Subnetworks for Asymmetric RetrievalCode0
Event-Driven Query ExpansionCode0
GYM at Qur’an QA 2023 Shared Task: Multi-Task Transfer Learning for Quranic Passage Retrieval and Question Answering with Large Language ModelsCode0
HADA: A Graph-based Amalgamation Framework in Image-text RetrievalCode0
GSSF: Generalized Structural Sparse Function for Deep Cross-modal Metric LearningCode0
Guided Similarity Separation for Image RetrievalCode0
Retrieval of Temporal Event Sequences from Textual DescriptionsCode0
GrowOVER: How Can LLMs Adapt to Growing Real-World Knowledge?Code0
Guiding Retrieval using LLM-based Listwise RankersCode0
Learning Deep Representations of Fine-grained Visual DescriptionsCode0
Hadamard Wirtinger Flow for Sparse Phase RetrievalCode0
Harnessing Abstractive Summarization for Fact-Checked Claim DetectionCode0
Every Moment Counts: Dense Detailed Labeling of Actions in Complex VideosCode0
Everyone's Preference Changes Differently: Weighted Multi-Interest Retrieval ModelCode0
Efficient Retrieval Augmented Generation from Unstructured Knowledge for Task-Oriented DialogCode0
Grounding Fallacies Misrepresenting Scientific Publications in EvidenceCode0
Classification of Visualization Types and Perspectives in PatentsCode0
Learning Dual Retrieval Module for Semi-supervised Relation ExtractionCode0
Capturing Conversion Rate Fluctuation during Sales Promotions: A Novel Historical Data Reuse ApproachCode0
Greedy Optimized Multileaving for PersonalizationCode0
Greedy Hash: Towards Fast Optimization for Accurate Hash Coding in CNNCode0
Learning Genomic Sequence Representations using Graph Neural Networks over De Bruijn GraphsCode0
CAPTAIN at COLIEE 2023: Efficient Methods for Legal Information Retrieval and Entailment TasksCode0
GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction ExplorationCode0
GRATR: Zero-Shot Evidence Graph Retrieval-Augmented Trustworthiness ReasoningCode0
Gray Level Co-Occurrence Matrices: Generalisation and Some New FeaturesCode0
GraphRAFT: Retrieval Augmented Fine-Tuning for Knowledge Graphs on Graph DatabasesCode0
Group Multi-View Transformer for 3D Shape Analysis with Spatial EncodingCode0
Efficient Nearest Neighbors Search for Large-Scale Landmark RecognitionCode0
CapEnrich: Enriching Caption Semantics for Web Images via Cross-modal Pre-trained KnowledgeCode0
Graph Based Temporal Aggregation for Video RetrievalCode0
GRAMMAR: Grounded and Modular Methodology for Assessment of Closed-Domain Retrieval-Augmented Language ModelCode0
Graph-based Hierarchical Relevance Matching Signals for Ad-hoc RetrievalCode0
Learning Retrieval Augmentation for Personalized Dialogue GenerationCode0
Graph Matching Networks for Learning the Similarity of Graph Structured ObjectsCode0
Gradient-based Maximally Interfered Retrieval for Domain Incremental 3D Object DetectionCode0
Efficient Machine Translation Domain AdaptationCode0
GRADA: Graph-based Reranker against Adversarial Documents AttackCode0
GPU-FV: Realtime Fisher Vector and Its Applications in Video MonitoringCode0
A Dataset and Framework for Learning State-invariant Object RepresentationsCode0
Gram Barcodes for Histopathology Tissue Texture RetrievalCode0
GROWN+UP: A Graph Representation Of a Webpage Network Utilizing Pre-trainingCode0
HeGeL: A Novel Dataset for Geo-Location from Hebrew TextCode0
Going for GOAL: A Resource for Grounded Football CommentariesCode0
Goniometers are a Powerful Acoustic Feature for Music Information Retrieval TasksCode0
Goal-Oriented Script ConstructionCode0
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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