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 2926–2950 of 14297 papers

TitleStatusHype
Biomedical Question Answering: A Survey of Approaches and Challenges—0
Advancing Full-Text Search Lemmatization Techniques with Paradigm Retrieval from OpenCorpora—0
Predict Emoji Combination with Retrieval Strategy—0
Biomedical Document Retrieval for Clinical Decision Support System—0
An in-depth look at Euclidean disk embeddings for structure preserving parsing—0
Deep Lifelong Cross-modal Hashing—0
Biomedical Chinese-English CLIR Using an Extended CMeSH Resource to Expand Queries—0
BioMedBERT: A Pre-trained Biomedical Language Model for QA and IR—0
An In-Context Schema Understanding Method for Knowledge Base Question Answering—0
GenDFIR: Advancing Cyber Incident Timeline Analysis Through Retrieval Augmented Generation and Large Language Models—0
Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-scale Lesion Database—0
Deep Manifold Hashing: A Divide-and-Conquer Approach for Semi-Paired Unsupervised Cross-Modal Retrieval—0
Deep Metric Learning using Similarities from Nonlinear Rank Approximations—0
An Improvement in Cross-Language Document Retrieval Based on Statistical Models—0
Advancing Compositional Awareness in CLIP with Efficient Fine-Tuning—0
An Improved Video Analysis using Context based Extension of LSH—0
Deep Learning Representation using Autoencoder for 3D Shape Retrieval—0
BioAMA: Towards an End to End BioMedical Question Answering System—0
BioAgents: Democratizing Bioinformatics Analysis with Multi-Agent Systems—0
Binary Subspace Coding for Query-by-Image Video Retrieval—0
An Improved Relevance Feedback in CBIR—0
A Genetic Algorithm Approach for ImageRepresentation Learning through Color Quantization—0
Deep Learning Techniques for Future Intelligent Cross-Media Retrieval—0
Binary Paragraph Vectors—0
Evaluating Text-to-Image Matching using Binary Image Selection (BISON)—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