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

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Showing 4851–4875 of 14297 papers

TitleStatusHype
Gray Level Co-Occurrence Matrices: Generalisation and Some New FeaturesCode0
HADA: A Graph-based Amalgamation Framework in Image-text RetrievalCode0
HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality EvaluationCode0
GPU-FV: Realtime Fisher Vector and Its Applications in Video MonitoringCode0
GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language ModelsCode0
GRADA: Graph-based Reranker against Adversarial Documents AttackCode0
GOCA: Guided Online Cluster Assignment for Self-Supervised Video Representation LearningCode0
Going for GOAL: A Resource for Grounded Football CommentariesCode0
A Pose-Sensitive Embedding for Person Re-Identification with Expanded Cross Neighborhood Re-RankingCode0
Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query ExpansionCode0
Efficient k-Nearest-Neighbor Machine Translation with Dynamic RetrievalCode0
Goal-Oriented Script ConstructionCode0
Goniometers are a Powerful Acoustic Feature for Music Information Retrieval TasksCode0
Can LLMs reason over extended multilingual contexts? Towards long-context evaluation beyond retrieval and haystacksCode0
ClimateGPT: Towards AI Synthesizing Interdisciplinary Research on Climate ChangeCode0
Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QACode0
Efficient Image Retrieval via Decoupling Diffusion into Online and Offline ProcessingCode0
Cross-Camera Trajectories Help Person Retrieval in a Camera NetworkCode0
GINGER: Grounded Information Nugget-Based Generation of ResponsesCode0
GLARE: Guided LexRank for Advanced Retrieval in Legal AnalysisCode0
Efficient End-to-End Video Question Answering with Pyramidal Multimodal TransformerCode0
3SHNet: Boosting Image-Sentence Retrieval via Visual Semantic-Spatial Self-HighlightingCode0
Geometric features for voxel-based surface recognitionCode0
Getting To Know You: User Attribute Extraction from DialoguesCode0
Efficient Document Retrieval with G-RetrieverCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified