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 8251–8275 of 14297 papers

TitleStatusHype
Graph-Level Embedding for Time-Evolving Graphs—0
Graphing else matters: exploiting aspect opinions and ratings in explainable graph-based recommendations—0
GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning—0
Graph Exploration Matters: Improving both individual-level and system-level diversity in WeChat Feed Recommender—0
Contrastive Learning of 3D Shape Descriptor with Dynamic Adversarial Views—0
A Text is Worth Several Tokens: Text Embedding from LLMs Secretly Aligns Well with The Key Tokens—0
GRAPHENE: A Precise Biomedical Literature Retrieval Engine with Graph Augmented Deep Learning and External Knowledge Empowerment—0
Graph Edit Distance Reward: Learning to Edit Scene Graph—0
Contrastive Learning for Interactive Recommendation in Fashion—0
A Text-Image Pair Is not Enough: Language-Vision Relation Inference with Auxiliary Modality Translation—0
A LoRA is Worth a Thousand Pictures—0
Graph Contrastive Learning with Multi-Objective for Personalized Product Retrieval in Taobao Search—0
Graph-Based Retriever Captures the Long Tail of Biomedical Knowledge—0
Contrastive Learning for Cross-modal Artist Retrieval—0
Graph-based Retrieval for Claim Verification over Cross-Document Evidence—0
Graph-based Retrieval Augmented Generation for Dynamic Few-shot Text Classification—0
Contrastive Language, Action, and State Pre-training for Robot Learning—0
Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities—0
Graph based Question Answering System—0
Contrastive Feature Masking Open-Vocabulary Vision Transformer—0
A Text Extraction-Based Smart Knowledge Graph Composition for Integrating Lessons Learned during the Microchip Design—0
A Long-Tail Friendly Representation Framework for Artist and Music Similarity—0
A Boring-yet-effective Approach for the Product Ranking Task of the Amazon KDD Cup 2022—0
Graph-based non-linear least squares optimization for visual place recognition in changing environments—0
Graph-based Nearest Neighbor Search in Hyperbolic Spaces—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