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 5701–5725 of 14297 papers

TitleStatusHype
Detecting and Aligning Faces by Image Retrieval—0
D\'etecter la non-adh\'erence m\'edicamenteuse dans les forums de discussion avec les m\'ethodes de recherche d'information (Detect drug non-compliance in Internet fora using Information Retrieval methods )—0
Detect, Describe, Discriminate: Moving Beyond VQA for MLLM Evaluation—0
DETECLAP: Enhancing Audio-Visual Representation Learning with Object Information—0
Beyond Pairwise: Provably Fast Algorithms for Approximate k-Way Similarity Search—0
DetailFusion: A Dual-branch Framework with Detail Enhancement for Composed Image Retrieval—0
Detailed Investigation of Deep Features with Sparse Representation and Dimensionality Reduction in CBIR: A Comparative Study—0
DeSPITE: Exploring Contrastive Deep Skeleton-Pointcloud-IMU-Text Embeddings for Advanced Point Cloud Human Activity Understanding—0
Senatus -- A Fast and Accurate Code-to-Code Recommendation Engine—0
A Neural Model for Joint Document and Snippet Ranking in Question Answering for Large Document Collections—0
Design Theory to improve health evidence retrieval—0
Design Patterns for Fusion-Based Object Retrieval—0
Designovel's system description for Fashion-IQ challenge 2019—0
Beyond Lexical: A Semantic Retrieval Framework for Textual Search Engine—0
A Density Evolution framework for Preferential Recovery of Covariance and Causal Graphs from Compressed Measurements—0
Beyond Lexical: A Semantic Retrieval Framework for Textual SearchEngine—0
Designing Interfaces for Multimodal Vector Search Applications—0
Designing an Evaluation Framework for Spoken Term Detection and Spoken Document Retrieval at the NTCIR-9 SpokenDoc Task—0
Beyond L2-Loss Functions for Learning Sparse Models—0
A neural document language modeling framework for spoken document retrieval—0
ADMM based Fourier phase retrieval with untrained generative prior—0
ADMM and Spectral Proximity Operators in Hyperspectral Broadband Phase Retrieval for Quantitative Phase Imaging—0
BioRAG: A RAG-LLM Framework for Biological Question Reasoning—0
Learning Joint Embedding for Cross-Modal Retrieval—0
Beyond Keywords and Relevance: A Personalized Ad Retrieval Framework in E-Commerce Sponsored Search—0
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All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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