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 3976–4000 of 14297 papers

TitleStatusHype
Building Retrieval Systems for the ClueWeb22-B Corpus—0
Retrieve to Explain: Evidence-driven Predictions with Language ModelsCode0
RAP: Retrieval-Augmented Planning with Contextual Memory for Multimodal LLM Agents—0
Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning TasksCode3
Financial Report Chunking for Effective Retrieval Augmented GenerationCode0
Enhancing textual textbook question answering with large language models and retrieval augmented generationCode0
MQuinE: a cure for "Z-paradox" in knowledge graph embedding models—0
Retrieval-Augmented Score Distillation for Text-to-3D GenerationCode2
Domain Adaptation of Multilingual Semantic Search - Literature Review—0
Exploring Federated Self-Supervised Learning for General Purpose Audio Understanding—0
Multi-Lingual Malaysian Embedding: Leveraging Large Language Models for Semantic Representations—0
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge DistillationCode1
List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented GenerationCode0
C-RAG: Certified Generation Risks for Retrieval-Augmented Language ModelsCode1
Comparing Knowledge Sources for Open-Domain Scientific Claim Verification—0
Improving Assessment of Tutoring Practices using Retrieval-Augmented Generation—0
Video Editing for Video Retrieval—0
Region-Based Representations RevisitedCode1
eXplainable Bayesian Multi-Perspective Generative Retrieval—0
Locally-Adaptive Quantization for Streaming Vector Search—0
Déjà Vu Memorization in Vision-Language Models—0
Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern RetrievalCode1
Zero-shot sketch-based remote sensing image retrieval based on multi-level and attention-guided tokenizationCode0
Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue AbilitiesCode5
Retrieval Augmented End-to-End Spoken Dialog Models—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