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 3251–3275 of 14297 papers

TitleStatusHype
Cross-modal Embeddings for Video and Audio RetrievalCode0
Learning a Hierarchical Latent-Variable Model of 3D ShapesCode0
Learnable PINs: Cross-Modal Embeddings for Person IdentityCode0
Learning to Rank Words: Optimizing Ranking Metrics for Word SpottingCode0
Authorship verification in the absence of explicit features and thresholdsCode0
Learned k-NN Distance EstimationCode0
Learning a Deep Listwise Context Model for Ranking RefinementCode0
Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response RankingCode0
Learning Disentangled Representations of Texts with Application to Biomedical AbstractsCode0
Cross-modal Contrastive Learning with Asymmetric Co-attention Network for Video Moment RetrievalCode0
Learning to Retrieve Videos by Asking QuestionsCode0
LCD: Learned Cross-Domain Descriptors for 2D-3D MatchingCode0
Cross-Modal Coherence for Text-to-Image RetrievalCode0
LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based RetrievalCode0
Latent Structured Hopfield Network for Semantic Association and RetrievalCode0
Cross-Modal Attribute Insertions for Assessing the Robustness of Vision-and-Language LearningCode0
A Unified Neural Architecture for Instrumental Audio TasksCode0
Learning with Average Precision: Training Image Retrieval with a Listwise LossCode0
LaSO: Label-Set Operations networks for multi-label few-shot learningCode0
Learning Without LossCode0
Large Vision-Language Models for Knowledge-Grounded Data Annotation of MemesCode0
Cross-Modal and Hierarchical Modeling of Video and TextCode0
Automatic Generation of Model and Data Cards: A Step Towards Responsible AICode0
CyberMentor: AI Powered Learning Tool Platform to Address Diverse Student Needs in Cybersecurity EducationCode0
LaSER: Language-Specific Event RecommendationCode0
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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