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 2201–2225 of 14297 papers

TitleStatusHype
Conditioned and Composed Image Retrieval Combining and Partially Fine-Tuning CLIP-Based FeaturesCode1
MosAIc: Finding Artistic Connections across Culture with Conditional Image RetrievalCode1
Conformer-Kernel with Query Term Independence for Document RetrievalCode1
CONFLARE: CONFormal LArge language model REtrievalCode1
Integrating multi-label contrastive learning with dual adversarial graph neural networks for cross-modal retrievalCode1
Cascaded Multilingual Audio-Visual Learning from VideosCode1
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systemsCode1
A Comprehensive Evaluation of Large Language Models on Legal Judgment PredictionCode1
Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet ExtractionCode1
Context Attentive Document Ranking and Query SuggestionCode1
Consensus-Aware Visual-Semantic Embedding for Image-Text MatchingCode1
K-QA: A Real-World Medical Q&A BenchmarkCode1
Progressive Correspondence Pruning by Consensus LearningCode1
KSW: Khmer Stop Word based Dictionary for Keyword ExtractionCode1
CaseGNN++: Graph Contrastive Learning for Legal Case Retrieval with Graph AugmentationCode1
CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed GraphsCode1
Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant ImagesCode1
Constructing and Evaluating Declarative RAG Pipelines in PyTerrierCode1
Answer Mining from a Pool of Images: Towards Retrieval-Based Visual Question AnsweringCode1
CLICKER: A Computational LInguistics Classification Scheme for Educational ResourcesCode1
CLARA: Multilingual Contrastive Learning for Audio Representation AcquisitionCode1
ReFIT: Relevance Feedback from a Reranker during InferenceCode1
AfriQA: Cross-lingual Open-Retrieval Question Answering for African LanguagesCode1
Context-aware Decoding Reduces Hallucination in Query-focused SummarizationCode1
Citation-Enhanced Generation for LLM-based ChatbotsCode1
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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