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 651675 of 14297 papers

TitleStatusHype
Boosting vision transformers for image retrievalCode1
Discovering Mathematical Objects of Interest -- A Study of Mathematical NotationsCode1
Boosting Healthcare LLMs Through Retrieved ContextCode1
Boosting Co-teaching with Compression Regularization for Label NoiseCode1
DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical ResearchCode1
Boilerplate Removal using a Neural Sequence Labeling ModelCode1
DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster ManagementCode1
BMRetriever: Tuning Large Language Models as Better Biomedical Text RetrieversCode1
BookWorm: A Dataset for Character Description and AnalysisCode1
Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual NoiseCode1
DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text RetrievalCode1
DiffusionRet: Generative Text-Video Retrieval with Diffusion ModelCode1
Dimension Reduction for Efficient Dense Retrieval via Conditional AutoencoderCode1
GLOW : Global Weighted Self-Attention Network for Web SearchCode1
Directional Statistics-based Deep Metric Learning for Image Classification and RetrievalCode1
Birdie: Advancing State Space Models with Reward-Driven Objectives and CurriculaCode1
A CLIP-Hitchhiker's Guide to Long Video RetrievalCode1
BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and MappingCode1
A clinically motivated self-supervised approach for content-based image retrieval of CT liver imagesCode1
BiomedRAG: A Retrieval Augmented Large Language Model for BiomedicineCode1
DialogCC: An Automated Pipeline for Creating High-Quality Multi-Modal Dialogue DatasetCode1
Dialog Inpainting: Turning Documents into DialogsCode1
Biomedical Concept Relatedness -- A large EHR-based benchmarkCode1
DialFact: A Benchmark for Fact-Checking in DialogueCode1
DEXTER: A Benchmark for open-domain Complex Question Answering using LLMsCode1
Show:102550
← PrevPage 27 of 572Next →

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