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 926–950 of 14297 papers

TitleStatusHype
Tailoring Table Retrieval from a Field-aware Hybrid Matching Perspective—0
LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning—0
PanguIR Technical Report for NTCIR-18 AEOLLM Task—0
Flexible Prefrontal Control over Hippocampal Episodic Memory for Goal-Directed Generalization—0
OkraLong: A Flexible Retrieval-Augmented Framework for Long-Text Query Processing—0
PersonaX: A Recommendation Agent Oriented User Modeling Framework for Long Behavior SequenceCode0
Optimizing open-domain question answering with graph-based retrieval augmented generation—0
MoSE: Hierarchical Self-Distillation Enhances Early Layer Embeddings—0
Can Diffusion Models Provide Rigorous Uncertainty Quantification for Bayesian Inverse Problems?Code0
HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation—0
Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document RetrievalCode1
Retrieval-Augmented Perception: High-Resolution Image Perception Meets Visual RAGCode2
Boolean-aware Attention for Dense Retrieval—0
Composed Multi-modal Retrieval: A Survey of Approaches and ApplicationsCode2
Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models—0
SAGE: A Framework of Precise Retrieval for RAG—0
Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering—0
SolBench: A Dataset and Benchmark for Evaluating Functional Correctness in Solidity Code Completion and Repair—0
Explainable Depression Detection in Clinical Interviews with Personalized Retrieval-Augmented Generation—0
SRAG: Structured Retrieval-Augmented Generation for Multi-Entity Question Answering over Wikipedia Graph—0
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity ReductionCode1
Beyond Matryoshka: Revisiting Sparse Coding for Adaptive RepresentationCode2
ER-RAG: Enhance RAG with ER-Based Unified Modeling of Heterogeneous Data Sources—0
Optimizing Multi-Hop Document Retrieval Through Intermediate Representations—0
Can We Find the Code? An Empirical Study of Google Scholar's Code Retrieval—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