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 6051–6100 of 14297 papers

TitleStatusHype
A Search Engine for Scientific Publications: a Cybersecurity Case Study—0
Homography augumented momentum constrastive learning for SAR image retrieval—0
Homomorphic Sensing of Subspace Arrangements—0
Co-Saliency Detection via Looking Deep and Wide—0
Hopfield model with planted patterns: a teacher-student self-supervised learning model—0
A Coupled Neural Field Model for the Standard Consolidation Theory—0
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation—0
HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions—0
Extracting Complex Named Entities in Legal Documents via Weakly Supervised Object Detection—0
HORUS: Multimodal Large Language Models Framework for Video Retrieval at VBS 2025—0
Hotel Recognition via Latent Image Embedding—0
Hot-Refresh Model Upgrades with Regression-Free Compatible Training in Image Retrieval—0
Extract ABox Modules for Efficient Ontology Querying—0
Improving Topic Coherence with Regularized Topic Models—0
External Knowledge Augmented Polyphone Disambiguation Using Large Language Model—0
HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification—0
Extending Translate-Train for ColBERT-X to African Language CLIR—0
How are journals cited? characterizing journal citations by type of citation—0
How Can Context Help? Exploring Joint Retrieval of Passage and Personalized Context—0
Coarse-to-Fine Knowledge Selection for Document Grounded Dialogs—0
Extending Text Informativeness Measures to Passage Interestingness Evaluation (Language Model vs. Word Embedding)—0
CoT-MoTE: Exploring ConTextual Masked Auto-Encoder Pre-training with Mixture-of-Textual-Experts for Passage Retrieval—0
How Diachronic Text Corpora Affect Context based Retrieval of OOV Proper Names for Audio News—0
COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval—0
Extending Llama-3's Context Ten-Fold Overnight—0
How Does Generative Retrieval Scale to Millions of Passages?—0
How does the degree of novelty impacts semi-supervised representation learning for novel class retrieval?—0
Coarse-to-fine Alignment Makes Better Speech-image Retrieval—0
A scoping review on multimodal deep learning in biomedical images and texts—0
How do QA models combine knowledge from LM and 100 passages?—0
Improving Trace Link Recommendation by Using Non-Isotropic Distances and Combinations—0
Improving Users' Mental Model with Attention-directed Counterfactual Edits—0
Extending Cross-Modal Retrieval with Interactive Learning to Improve Image Retrieval Performance in Forensics—0
Coarse2Fine: Two-Layer Fusion For Image Retrieval—0
ASCNet: Self-supervised Video Representation Learning with Appearance-Speed Consistency—0
A Minimax Game for Instance based Selective Transfer Learning—0
Country-wide Retrieval of Forest Structure From Optical and SAR Satellite Imagery With Deep Ensembles—0
How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval—0
How (not) to ensemble LVLMs for VQA—0
How Relevance Emerges: Interpreting LoRA Fine-Tuning in Reranking LLMs—0
A Hybrid RAG System with Comprehensive Enhancement on Complex Reasoning—0
How Robust are Fact Checking Systems on Colloquial Claims?—0
How the Advent of Ubiquitous Large Language Models both Stymie and Turbocharge Dynamic Adversarial Question Generation—0
Improving Term Frequency Normalization for Multi-topical Documents, and Application to Language Modeling Approaches—0
Extending a wordnet framework for simplicity and scalability—0
CNNs with Multi-Level Attention for Domain Generalization—0
Ext2Gen: Alignment through Unified Extraction and Generation for Robust Retrieval-Augmented Generation—0
How to do lexical quality estimation of a large OCRed historical Finnish newspaper collection with scarce resources—0
EXS: Explainable Search Using Local Model Agnostic Interpretability—0
CNN Retrieval based Unsupervised Metric Learning for Near-Duplicated Video 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