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 26412650 of 14297 papers

TitleStatusHype
Supporting Evidence-Based Medicine by Finding Both Relevant and Significant WorksCode0
DAC: 2D-3D Retrieval with Noisy Labels via Divide-and-Conquer Alignment and CorrectionCode0
I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognitionCode0
The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation0
Bailicai: A Domain-Optimized Retrieval-Augmented Generation Framework for Medical Applications0
CSCPR: Cross-Source-Context Indoor RGB-D Place RecognitionCode0
WildHallucinations: Evaluating Long-form Factuality in LLMs with Real-World Entity Queries0
A Survey Forest Diagram : Gain a Divergent Insight View on a Specific Research Topic0
Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation0
Wonderful Matrices: More Efficient and Effective Architecture for Language Modeling Tasks0
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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