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 6851–6900 of 14297 papers

TitleStatusHype
Cross-Lingual Training with Dense Retrieval for Document Retrieval—0
Image retrieval method based on CNN and dimension reduction—0
Cross-Lingual Training of Neural Models for Document Ranking—0
JEPOO: Highly Accurate Joint Estimation of Pitch, Onset and Offset for Music Information Retrieval—0
Image Retrieval from Contextual Descriptions—0
結合類神經網路及文件概念圖之文件檢索研究(Document Retrieval based on Neural Network and Document Concept Graph)—0
jina-clip-v2: Multilingual Multimodal Embeddings for Text and Images—0
Jina CLIP: Your CLIP Model Is Also Your Text Retriever—0
Image Retrieval for Structure-from-Motion via Graph Convolutional Network—0
Cross-Lingual Training of Dense Retrievers for Document Retrieval—0
Jina Embeddings: A Novel Set of High-Performance Sentence Embedding Models—0
jina-embeddings-v3: Multilingual Embeddings With Task LoRA—0
A Multimodal Multi-Agent Framework for Radiology Report Generation—0
Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders—0
Image Retrieval for Arguments Using Stance-Aware Query Expansion—0
Image Retrieval Based on LBP Pyramidal Multiresolution using Reversible Watermarking—0
Image Retrieval Based on Binary Signature ang S-kGraph—0
Joint Dimensionality Reduction for Separable Embedding Estimation—0
Image Retrieval based on Bag-of-Words model—0
Image retrieval approach based on local texture information derived from predefined patterns and spatial domain information—0
Image Retrieval and Pattern Spotting using Siamese Neural Network—0
Joint Gaussian Processes for Biophysical Parameter Retrieval—0
Image Retrieval And Classification Using Local Feature Vectors—0
Joint Learning from Labeled and Unlabeled Data for Information Retrieval—0
Crosslingual Retrieval Augmented In-context Learning for Bangla—0
Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories—0
Joint Learning of Interactive Spoken Content Retrieval and Trainable User Simulator—0
Image Reconstruction from Bag-of-Visual-Words—0
ImageRAG: Dynamic Image Retrieval for Reference-Guided Image Generation—0
Image Projective Invariants—0
Cross-Lingual Relevance Transfer for Document Retrieval—0
Image Parsing with a Wide Range of Classes and Scene-Level Context—0
Image-Mediated Learning for Zero-Shot Cross-Lingual Document Retrieval—0
Image Labeling on a Network: Using Social-Network Metadata for Image Classification—0
Cross-Lingual Learning-to-Rank with Shared Representations—0
Joint Models for Answer Verification in Question Answering Systems—0
Augmenting Textual Generation via Topology Aware Retrieval—0
A Multimodal Dense Retrieval Approach for Speech-Based Open-Domain Question Answering—0
Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps—0
SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval—0
Adaptive Retrieval-Augmented Generation for Conversational Systems—0
Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation—0
Cross-lingual Knowledge Transfer via Distillation for Multilingual Information Retrieval—0
Image Classification by Feature Dimension Reduction and Graph based Ranking—0
Cross-Lingual Keyword Search for Sign Language—0
Image Classification and Retrieval from User-Supplied Tags—0
Joint Span Segmentation and Rhetorical Role Labeling with Data Augmentation for Legal Documents—0
Joint Triplet Autoencoder for Histopathological Colon Cancer Nuclei Retrieval—0
Image Change Captioning by Learning From an Auxiliary Task—0
Image Captioning based on Deep Learning Methods: A Survey—0
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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