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 1726–1750 of 14297 papers

TitleStatusHype
Efficient and Reproducible Biomedical Question Answering using Retrieval Augmented GenerationCode1
ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense RetrievalCode1
CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-CheckingCode1
ChatGPT-powered Conversational Drug Editing Using Retrieval and Domain FeedbackCode1
Benchmarking Robustness of Multimodal Image-Text Models under Distribution ShiftCode1
Are Local Features All You Need for Cross-Domain Visual Place Recognition?Code1
MTVR: Multilingual Moment Retrieval in VideosCode1
Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-GenerationCode1
GFTE: Graph-based Financial Table ExtractionCode1
GLEN: Generative Retrieval via Lexical Index LearningCode1
Chat3GPP: An Open-Source Retrieval-Augmented Generation Framework for 3GPP DocumentsCode1
Efficient large-scale image retrieval with deep feature orthogonality and Hybrid-Swin-TransformersCode1
Multi-direction and Multi-scale Pyramid in Transformer for Video-based Pedestrian RetrievalCode1
Geo-Localization via Ground-to-Satellite Cross-View Image RetrievalCode1
Geometrically Mappable Image FeaturesCode1
ChatCAD+: Towards a Universal and Reliable Interactive CAD using LLMsCode1
Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware SamplingCode1
Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix FactorizationCode1
Efficient Nearest Neighbor Language ModelsCode1
Multi-Label Cross-Modal RetrievalCode1
Multi-level Distance Regularization for Deep Metric LearningCode1
GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language ModelsCode1
Efficient OCR for Building a Diverse Digital HistoryCode1
GeoWINE: Geolocation based Wiki, Image,News and Event RetrievalCode1
Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog GenerationCode1
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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