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 3026–3050 of 14297 papers

TitleStatusHype
Deep Supervised Information Bottleneck Hashing for Cross-modal Retrieval based Computer-aided Diagnosis—0
Beyond the Visible: Multispectral Vision-Language Learning for Earth Observation—0
Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation—0
An evaluation of the data space dimension in phase retrieval: results in Fresnel zone—0
Evaluating Sakana's AI Scientist for Autonomous Research: Wishful Thinking or an Emerging Reality Towards 'Artificial Research Intelligence' (ARI)?—0
BioRAG: A RAG-LLM Framework for Biological Question Reasoning—0
Learning Joint Embedding for Cross-Modal Retrieval—0
An Evaluation of Two Commercial Deep Learning-Based Information Retrieval Systems for COVID-19 Literature—0
1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering—0
Beyond Retrieval: Joint Supervision and Multimodal Document Ranking for Textbook Question Answering—0
Beyond Retrieval: Generating Narratives in Conversational Recommender Systems—0
Adopting RAG for LLM-Aided Future Vehicle Design—0
Deep Supervised Hashing leveraging Quadratic Spherical Mutual Information for Content-based Image Retrieval—0
Deep Supervised Hashing With Anchor Graph—0
Deep Tensor Encoding—0
Beyond Relevant Documents: A Knowledge-Intensive Approach for Query-Focused Summarization using Large Language Models—0
Beyond Relevance: Improving User Engagement by Personalization for Short-Video Search—0
A Neural Turing~Machine for Conditional Transition Graph Modeling—0
A Neural Passage Model for Ad-hoc Document Retrieval—0
Beyond-RAG: Question Identification and Answer Generation in Real-Time Conversations—0
A Domain Generalization Perspective on Listwise Context Modeling—0
DeepStyle: Multimodal Search Engine for Fashion and Interior Design—0
A Neural Network Model of the Entorhinal Cortex and Hippocampus for Event-order Memory Processing—0
A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots—0
Beyond Precision: A Study on Recall of Initial Retrieval with Neural Representations—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