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 951–975 of 14297 papers

TitleStatusHype
Condensed Movies: Story Based Retrieval with Contextual EmbeddingsCode1
CONFLARE: CONFormal LArge language model REtrievalCode1
MosAIc: Finding Artistic Connections across Culture with Conditional Image RetrievalCode1
Conditioned and Composed Image Retrieval Combining and Partially Fine-Tuning CLIP-Based FeaturesCode1
Bridging the Gap: Multi-Level Cross-Modality Joint Alignment for Visible-Infrared Person Re-IdentificationCode1
A Comprehensive Review of the Video-to-Text ProblemCode1
Connecting Language and Vision for Natural Language-Based Vehicle RetrievalCode1
Focus, Distinguish, and Prompt: Unleashing CLIP for Efficient and Flexible Scene Text RetrievalCode1
A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural LanguageCode1
Adaptive Nearest Neighbor Machine TranslationCode1
Consensus-Aware Visual-Semantic Embedding for Image-Text MatchingCode1
Progressive Correspondence Pruning by Consensus LearningCode1
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via CompressionCode1
2nd Place and 2nd Place Solution to Kaggle Landmark Recognition andRetrieval Competition 2019Code1
Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant ImagesCode1
Constructing and Evaluating Declarative RAG Pipelines in PyTerrierCode1
CAFe: Unifying Representation and Generation with Contrastive-Autoregressive FinetuningCode1
Context Attentive Document Ranking and Query SuggestionCode1
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health RecordsCode1
Forward Compatible Training for Large-Scale Embedding Retrieval SystemsCode1
End-to-end Knowledge Retrieval with Multi-modal QueriesCode1
FreestyleRet: Retrieving Images from Style-Diversified QueriesCode1
Advancing High-Resolution Video-Language Representation with Large-Scale Video TranscriptionsCode1
From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule DiscoveryCode1
Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical StudyCode1
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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