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 2226–2250 of 14297 papers

TitleStatusHype
Quantifying reliance on external information over parametric knowledge during Retrieval Augmented Generation (RAG) using mechanistic analysis—0
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"Code2
TokenBinder: Text-Video Retrieval with One-to-Many Alignment ParadigmCode0
Single-shot reconstruction of three-dimensional morphology of biological cells in digital holographic microscopy using a physics-driven neural network—0
QAEncoder: Towards Aligned Representation Learning in Question Answering SystemCode2
Multimodal LLM Enhanced Cross-lingual Cross-modal RetrievalCode0
BSharedRAG: Backbone Shared Retrieval-Augmented Generation for the E-commerce Domain—0
Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation SystemsCode0
PEAR: Position-Embedding-Agnostic Attention Re-weighting Enhances Retrieval-Augmented Generation with Zero Inference Overhead—0
Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs—0
HTML-LSTM: Information Extraction from HTML Tables in Web Pages using Tree-Structured LSTM—0
Content-Based Image Retrieval Using COSFIRE Descriptors with application to Radio Astronomy—0
A GEN AI Framework for Medical Note Generation—0
Corpus-informed Retrieval Augmented Generation of Clarifying Questions—0
Generative Retrieval Meets Multi-Graded Relevance—0
AIPatient: Simulating Patients with EHRs and LLM Powered Agentic Workflow—0
Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases—0
LW2G: Learning Whether to Grow for Prompt-based Continual LearningCode0
Embodied-RAG: General Non-parametric Embodied Memory for Retrieval and Generation—0
Search and Detect: Training-Free Long Tail Object Detection via Web-Image Retrieval—0
Development and Validation of a Dynamic-Template-Constrained Large Language Model for Generating Fully-Structured Radiology ReportsCode0
IFCap: Image-like Retrieval and Frequency-based Entity Filtering for Zero-shot CaptioningCode1
Evaluating Multilingual Long-Context Models for Retrieval and ReasoningCode0
Convolutional Signal Propagation: A Simple Scalable Algorithm for Hypergraphs—0
Enhancing Structured-Data Retrieval with GraphRAG: Soccer Data Case Study—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