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 1026–1050 of 14297 papers

TitleStatusHype
Enhancing Conversational Search: Large Language Model-Aided Informative Query RewritingCode1
C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video RetrievalCode1
CAD 3D Model classification by Graph Neural Networks: A new approach based on STEP formatCode1
CAFe: Unifying Representation and Generation with Contrastive-Autoregressive FinetuningCode1
Enhancing Cross-Sectional Currency Strategies by Context-Aware Learning to Rank with Self-AttentionCode1
Building a Manga Dataset "Manga109" with Annotations for Multimedia ApplicationsCode1
Building an Open-Vocabulary Video CLIP Model with Better Architectures, Optimization and DataCode1
CaLa: Complementary Association Learning for Augmenting Composed Image RetrievalCode1
Building A Coding Assistant via the Retrieval-Augmented Language ModelCode1
A Memory Efficient Baseline for Open Domain Question AnsweringCode1
Building Russian Benchmark for Evaluation of Information Retrieval ModelsCode1
Enhancing Deformable Local Features by Jointly Learning to Detect and Describe KeypointsCode1
Enhancing Uncertainty-Based Hallucination Detection with Stronger FocusCode1
Broken Neural Scaling LawsCode1
BroadFace: Looking at Tens of Thousands of People at Once for Face RecognitionCode1
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service SupportCode1
End-to-End Training of Neural Retrievers for Open-Domain Question AnsweringCode1
Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQACode1
Bridging the Gap: Multi-Level Cross-Modality Joint Alignment for Visible-Infrared Person Re-IdentificationCode1
A Comprehensive Review of the Video-to-Text ProblemCode1
Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight DetectionCode1
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query GenerationCode1
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via CompressionCode1
End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question AnsweringCode1
English Contrastive Learning Can Learn Universal Cross-lingual Sentence EmbeddingsCode1
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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