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 73767400 of 14297 papers

TitleStatusHype
Beyond Griffin-Lim: Improved Iterative Phase Retrieval for Speech0
Contrastive Supervised Distillation for Continual Representation LearningCode1
Recommending Research Papers to Chemists: A Specialized Interface for Chemical Entity Exploration0
Learning to Retrieve Videos by Asking QuestionsCode0
Multi-Label Logo Recognition and Retrieval based on Weighted Fusion of Neural FeaturesCode0
UL2: Unifying Language Learning ParadigmsCode1
Identical Image Retrieval using Deep LearningCode1
Transformer-based Cross-Modal Recipe Embeddings with Large Batch Training0
CODEC: Complex Document and Entity CollectionCode1
Re-thinking Knowledge Graph Completion Evaluation from an Information Retrieval Perspective0
ISA-bEL: Intelligent Search Algorithm based on Entity Linking0
Introspective Deep Metric Learning for Image RetrievalCode1
Improved Evaluation and Generation of Grid Layouts using Distance Preservation Quality and Linear Assignment SortingCode1
Robust phase retrieval with complexity-guidance for coherent X-ray imaging0
Adversarial Learning of Hard Positives for Place Recognition0
Cross-lingual Adaptation for Recipe Retrieval with Mixup0
CCMB: A Large-scale Chinese Cross-modal BenchmarkCode1
Better Retrieval May Not Lead to Better Question Answering0
Vector Representations of Idioms in Conversational Systems0
Deep Supervised Information Bottleneck Hashing for Cross-modal Retrieval based Computer-aided Diagnosis0
Dimension Reduction for Efficient Dense Retrieval via Conditional AutoencoderCode1
Implicit semantic-based personalized micro-videos recommendation0
AODisaggregation: toward global aerosol vertical profilesCode0
Translating Place-Related Questions to GeoSPARQL QueriesCode0
Collective Relevance Labeling for Passage RetrievalCode0
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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