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 401425 of 14297 papers

TitleStatusHype
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text GenerationCode2
EVOR: Evolving Retrieval for Code GenerationCode2
Melody transcription via generative pre-trainingCode2
MeMemo: On-device Retrieval Augmentation for Private and Personalized Text GenerationCode2
Fact Finder -- Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge GraphsCode2
mFollowIR: a Multilingual Benchmark for Instruction Following in RetrievalCode2
DeliLaw: A Chinese Legal Counselling System Based on a Large Language ModelCode2
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"Code2
Evaluation of Retrieval-Augmented Generation: A SurveyCode2
Cap4Video: What Can Auxiliary Captions Do for Text-Video Retrieval?Code2
Evaluating RAG-Fusion with RAGElo: an Automated Elo-based FrameworkCode2
Explore the Limits of Omni-modal Pretraining at ScaleCode2
EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing CorporaCode2
Enhancing Retrieval-Augmented Generation: A Study of Best PracticesCode2
Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image RetrievalCode2
Multi-modal Molecule Structure-text Model for Text-based Retrieval and EditingCode2
Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-LearningCode2
Multi-Reranker: Maximizing performance of retrieval-augmented generation in the FinanceRAG challengeCode2
Egocentric Video-Language Pretraining @ EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2022Code2
Enabling Large Language Models to Generate Text with CitationsCode2
Needle In A Multimodal HaystackCode2
Neural Responding Machine for Short-Text ConversationCode2
Retrieval with Learned SimilaritiesCode2
Egocentric Video-Language PretrainingCode2
Exploring the best way for UAV visual localization under Low-altitude Multi-view Observation Condition: a BenchmarkCode2
Show:102550
← PrevPage 17 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