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 59515975 of 14297 papers

TitleStatusHype
Health-LLM: Personalized Retrieval-Augmented Disease Prediction System0
Unified Generative & Dense Retrieval for Query Rewriting in Sponsored Search0
Heat Diffusion Over Weighted Manifolds: A New Descriptor for Textured 3D Non-Rigid Shapes0
Convolutive Block-Matching Segmentation Algorithm with Application to Music Structure Analysis0
HEISIR: Hierarchical Expansion of Inverted Semantic Indexing for Training-free Retrieval of Conversational Data using LLMs0
Co-BERT: A Context-Aware BERT Retrieval Model Incorporating Local and Query-specific Context0
Eye Movements Biometrics: A Bibliometric Analysis from 2004 to 20190
CoAVT: A Cognition-Inspired Unified Audio-Visual-Text Pre-Training Model for Multimodal Processing0
ExU: AI Models for Examining Multilingual Disinformation Narratives and Understanding their Spread0
Extractive NarrativeQA with Heuristic Pre-Training0
A Self-Balanced Min-Cut Algorithm for Image Clustering0
HeteRAG: A Heterogeneous Retrieval-augmented Generation Framework with Decoupled Knowledge Representations0
Acoustic Scene Classification Using Bilinear Pooling on Time-liked and Frequency-liked Convolution Neural Network0
Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach0
Improving Access to Trade and Investment Information in Thailand through Intelligent Document Retrieval0
Heterogeneous Metric Learning with Content-based Regularization for Software Artifact Retrieval0
Cooperative Embeddings for Instance, Attribute and Category Retrieval0
Hexa: Self-Improving for Knowledge-Grounded Dialogue System0
HGAMN: Heterogeneous Graph Attention Matching Network for Multilingual POI Retrieval at Baidu Maps0
HGAN: Hierarchical Graph Alignment Network for Image-Text Retrieval0
CoopHash: Cooperative Learning of Multipurpose Descriptor and Contrastive Pair Generator via Variational MCMC Teaching for Supervised Image Hashing0
Improving Attributed Text Generation of Large Language Models via Preference Learning0
Hierarchical Annotation of Images with Two-Alternative-Forced-Choice Metric Learning0
Extraction of Evolution Descriptions from the Web0
A Self-Assessing Compilation Based Search Approach for Analytical Research and Data Retrieval0
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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