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 9251–9275 of 14297 papers

TitleStatusHype
Decomposing Normal and Abnormal Features of Medical Images into Discrete Latent Codes for Content-Based Image Retrieval—0
Instance-level Image Retrieval using Reranking TransformersCode1
Mitigating False-Negative Contexts in Multi-document Question Answering with Retrieval MarginalizationCode0
Open Domain Question Answering over Tables via Dense Retrieval—0
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal RetrievalCode1
Structural Textile Pattern Recognition and Processing Based on Hypergraphs—0
Paying Attention to Activation Maps in Camera Pose Regression—0
Skeleton Merger: an Unsupervised Aligned Keypoint DetectorCode1
MDMMT: Multidomain Multimodal Transformer for Video RetrievalCode1
Connecting Images through Time and Sources: Introducing Low-data, Heterogeneous Instance Retrieval—0
Dynamic Model for Query-Document Expansion towards Improving Retrieval Relevance—0
Advances in 3D scattering tomography of cloud micro-physics—0
The impact of using biased performance metrics on software defect prediction research—0
On Semantic Similarity in Video RetrievalCode1
SiameseQAT: A Semantic Context-Based Duplicate Bug Report Detection Using Replicated Cluster Information—0
A Comprehensive Survey of Scene Graphs: Generation and Application—0
Improved Deep Classwise Hashing With Centers Similarity Learning for Image Retrieval—0
Dialogue History Matters! Personalized Response Selectionin Multi-turn Retrieval-based Chatbots—0
IRLI: Iterative Re-partitioning for Learning to Index—0
A Neural Passage Model for Ad-hoc Document Retrieval—0
LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text RetrievalCode1
Ternary Hashing—0
Deep Learning-based Patient Re-identification Is able to Exploit the Biometric Nature of Medical Chest X-ray DataCode0
TripClick: The Log Files of a Large Health Web Search EngineCode0
Seeking the Shape of Sound: An Adaptive Framework for Learning Voice-Face AssociationCode1
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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