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 24512460 of 14297 papers

TitleStatusHype
Riemann-based Multi-scale Attention Reasoning Network for Text-3D RetrievalCode0
Pandora's Box or Aladdin's Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language ModelsCode0
Grounding Fallacies Misrepresenting Scientific Publications in EvidenceCode0
CodeRefine: A Pipeline for Enhancing LLM-Generated Code Implementations of Research Papers0
Structural Representation Learning and Disentanglement for Evidential Chinese Patent Approval Prediction0
Internal and External Knowledge Interactive Refinement Framework for Knowledge-Intensive Question Answering0
Multi-Faceted Question Complexity Estimation Targeting Topic Domain-Specificity0
Transforming Location Retrieval at Airbnb: A Journey from Heuristics to Reinforcement Learning0
QD-VMR: Query Debiasing with Contextual Understanding Enhancement for Video Moment Retrieval0
A Comparative Analysis of Faithfulness Metrics and Humans in Citation Evaluation0
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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