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 451475 of 14297 papers

TitleStatusHype
Position Interpolation Improves ALiBi ExtrapolationCode2
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language ModelsCode2
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-SpecificityCode2
VeCLIP: Improving CLIP Training via Visual-enriched CaptionsCode2
Uni3D: Exploring Unified 3D Representation at ScaleCode2
Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question AnsweringCode2
RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language ModelsCode2
DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal ServicesCode2
Optimization of Rank Losses for Image RetrievalCode2
Kani: A Lightweight and Highly Hackable Framework for Building Language Model ApplicationsCode2
Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction TuningCode2
NLLB-CLIP -- train performant multilingual image retrieval model on a budgetCode2
Benchmarking Large Language Models in Retrieval-Augmented GenerationCode2
Knowledge Graph Prompting for Multi-Document Question AnsweringCode2
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language ModelsCode2
Large Language Models for Information Retrieval: A SurveyCode2
Global Features are All You Need for Image Retrieval and RerankingCode2
SimplyRetrieve: A Private and Lightweight Retrieval-Centric Generative AI ToolCode2
The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open WorldCode2
All-In-One Metrical And Functional Structure Analysis With Neighborhood Attentions on Demixed AudioCode2
UniVTG: Towards Unified Video-Language Temporal GroundingCode2
TabR: Tabular Deep Learning Meets Nearest Neighbors in 2023Code2
Animate-A-Story: Storytelling with Retrieval-Augmented Video GenerationCode2
Generating Benchmarks for Factuality Evaluation of Language ModelsCode2
InPars Toolkit: A Unified and Reproducible Synthetic Data Generation Pipeline for Neural Information RetrievalCode2
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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