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 53515375 of 14297 papers

TitleStatusHype
COIN: Co-Cluster Infomax for Bipartite Graphs0
Graph-based non-linear least squares optimization for visual place recognition in changing environments0
Fast Generating A Large Number of Gumbel-Max Variables0
Asking Clarifying Questions Based on Negative Feedback in Conversational Search0
Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks0
Graph-based Nearest Neighbor Search in Hyperbolic Spaces0
Folksonomication: Predicting Tags for Movies from Plot Synopses Using Emotion Flow Encoded Neural Network0
Composed Query Image Retrieval Using Locally Bounded Features0
Graph based Question Answering System0
Faster Video Moment Retrieval with Point-Level Supervision0
A Cross-Font Image Retrieval Network for Recognizing Undeciphered Oracle Bone Inscriptions0
Graph-based Approximate NN Search: A Revisit0
Graph-Based Cross-Domain Knowledge Distillation for Cross-Dataset Text-to-Image Person Retrieval0
Cognitive Prompts Using Guilford's Structure of Intellect Model0
A Sketch Is Worth a Thousand Words: Image Retrieval with Text and Sketch0
Fast Electromagnetic Validations of Large-Scale Digital Coding Metasurfaces Accelerated by Recurrence Rebuild and Retrieval Method0
Fast Dictionary Matching for Content-based Image Retrieval0
Food recognition and recipe analysis: integrating visual content, context and external knowledge0
Cognitive Modeling of Semantic Fluency Using Transformers0
FoRAG: Factuality-optimized Retrieval Augmented Generation for Web-enhanced Long-form Question Answering0
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey0
Graph-based Multilingual Product Retrieval in E-commerce Search0
Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities0
FOR: Finetuning for Object Level Open Vocabulary Image Retrieval0
The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection0
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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