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

Showing 1150111550 of 14297 papers

TitleStatusHype
High-throughput lensless whole slide imaging via continuous height-varying modulation of tilted sensor0
Hi, how can I help you?: Automating enterprise IT support help desks0
HijackRAG: Hijacking Attacks against Retrieval-Augmented Large Language Models0
RimiRec: Modeling Refined Multi-interest in Hierarchical Structure for Recommendation0
Hindi as a Second Language: Improving Visually Grounded Speech with Semantically Similar Samples0
Hindi-BEIR : A Large Scale Retrieval Benchmark in Hindi0
HindiWSD: A package for word sense disambiguation in Hinglish & Hindi0
HiPerRAG: High-Performance Retrieval Augmented Generation for Scientific Insights0
HiQA: A Hierarchical Contextual Augmentation RAG for Multi-Documents QA0
Histopathology WSI Encoding based on GCNs for Scalable and Efficient Retrieval of Diagnostically Relevant Regions0
Historical Document Processing: Historical Document Processing: A Survey of Techniques, Tools, and Trends0
HiT: Hierarchical Transformer with Momentum Contrast for Video-Text Retrieval0
Hitting the High-Dimensional Notes: An ODE for SGD learning dynamics on GLMs and multi-index models0
Hitting the High Notes: Subset Selection for Maximizing Expected Order Statistics0
HiVeGen -- Hierarchical LLM-based Verilog Generation for Scalable Chip Design0
HiVLP: Hierarchical Interactive Video-Language Pre-Training0
HiVLP: Hierarchical Vision-Language Pre-Training for Fast Image-Text Retrieval0
HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation0
Holistic Multi-modal Memory Network for Movie Question Answering0
Holmes: Automated Fact Check with Large Language Models0
HoloGen: An open source toolbox for high-speed hologram generation0
Holographic Factorization Machines for Recommendation0
Homa at SemEval-2025 Task 5: Aligning Librarian Records with OntoAligner for Subject Tagging0
Homography augumented momentum constrastive learning for SAR image retrieval0
Homomorphic Sensing of Subspace Arrangements0
Hopfield model with planted patterns: a teacher-student self-supervised learning model0
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation0
HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions0
Horizon Scans can be accelerated using novel information retrieval and artificial intelligence tools0
HORUS: Multimodal Large Language Models Framework for Video Retrieval at VBS 20250
Hotel Recognition via Latent Image Embedding0
Hot-Refresh Model Upgrades with Regression-Free Compatible Training in Image Retrieval0
HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification0
How are journals cited? characterizing journal citations by type of citation0
How Can Context Help? Exploring Joint Retrieval of Passage and Personalized Context0
How Context Affects Language Models' Factual Predictions0
How Diachronic Text Corpora Affect Context based Retrieval of OOV Proper Names for Audio News0
How does Feedback Signal Quality Impact Effectiveness of Pseudo Relevance Feedback for Passage Retrieval?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
How Do Large Vision-Language Models See Text in Image? Unveiling the Distinctive Role of OCR Heads0
How do QA models combine knowledge from LM and 100 passages?0
How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval0
How (not) to ensemble LVLMs for VQA0
How Relevance Emerges: Interpreting LoRA Fine-Tuning in Reranking LLMs0
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 Generation0
How to Build an AI Tutor That Can Adapt to Any Course Using Knowledge Graph-Enhanced Retrieval-Augmented Generation (KG-RAG)0
How to Build Robust FAQ Chatbot with Controllable Question Generator?0
How to do lexical quality estimation of a large OCRed historical Finnish newspaper collection with scarce resources0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified