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 7151–7175 of 14297 papers

TitleStatusHype
Class Vectors: Embedding representation of Document Classes—0
TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG—0
Learning Semantic Relationships for Better Action Retrieval in Images—0
Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models?—0
EWEK-QA: Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems—0
LANNS: A Web-Scale Approximate Nearest Neighbor Lookup System—0
EvoZip: Efficient Compression of Large Collections of Evolutionary Trees—0
LAPIS: Language Model-Augmented Police Investigation System—0
Class-Specific Variational Auto-Encoder for Content-Based Image Retrieval—0
LA-RAG:Enhancing LLM-based ASR Accuracy with Retrieval-Augmented Generation—0
LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification—0
Deep Retrieval: An End-to-End Structure Model for Large-Scale Recommendations—0
Large Associative Memory Problem in Neurobiology and Machine Learning—0
Personalized Large Language Model Assistant with Evolving Conditional Memory—0
Evolution of Event Designation in Media: Preliminary Study—0
Large Language Model Augmented Exercise Retrieval for Personalized Language Learning—0
Class-Specific Blind Deconvolutional Phase Retrieval Under a Generative Prior—0
A Review on Pushing the Limits of Baseline Recommendation Systems with the integration of Opinion Mining & Information Retrieval Techniques—0
Evolution of Detection Performance throughout the Online Lifespan of Synthetic Images—0
Large Language Model Enhanced Multi-Agent Systems for 6G Communications—0
Evolutionary algorithm based adaptive navigation in information retrieval interfaces—0
Classroom Video Assessment and Retrieval via Multiple Instance Learning—0
Deep Robust Multilevel Semantic Cross-Modal Hashing—0
Large Language Models and Prompt Engineering for Biomedical Query Focused Multi-Document Summarisation—0
Evidential Transformers for Improved Image Retrieval—0
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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