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

Showing 66016625 of 14297 papers

TitleStatusHype
Information Retrieval with Entity Linking0
Information structure in the Potsdam Commentary Corpus: Topics0
Khmer Semantic Search Engine (KSE): Digital Information Access and Document Retrieval0
Automatic Separation of Compound Figures in Scientific Articles0
Information-Theoretic Hashing for Zero-Shot Cross-Modal Retrieval0
Informative Causality Extraction from Medical Literature via Dependency-tree based Patterns0
Informative Sample-Aware Proxy for Deep Metric Learning0
Informative Scene Graph Generation via Debiasing0
Informed Group-Sparse Representation for Singing Voice Separation0
Infrastructure for Semantic Annotation in the Genomics Domain0
DetailCLIP: Injecting Image Details into CLIP's Feature Space0
Data Augmentation Using Neural Acoustic Fields With Retrieval-Augmented Pre-training0
Automatic Spatial Context-Sensitive Cloud/Cloud-Shadow Detection in Multi-Source Multi-Spectral Earth Observation Images: AutoCloud+0
Exploiting Visual Semantic Reasoning for Video-Text Retrieval0
Exploiting Transformation Invariance and Equivariance for Self-supervised Sound Localisation0
CLI-RAG: A Retrieval-Augmented Framework for Clinically Structured and Context Aware Text Generation with LLMs0
Exploiting Temporal Dependencies for Cross-Modal Music Piece Identification0
In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents0
Automatic Synthesis of High-Quality Triplet Data for Composed Image Retrieval0
Exploiting Synchronized Lyrics And Vocal Features For Music Emotion Detection0
Data description and retrieval using periods represented by uncertain time intervals0
INRet: A General Framework for Accurate Retrieval of INRs for Shapes0
Clique: Spatiotemporal Object Re-identification at the City Scale0
Killing two birds with one stone: Can an audio captioning system also be used for audio-text retrieval?0
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified