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 13101–13150 of 14297 papers

TitleStatusHype
Towards Low-Photon Nanoscale Imaging: Holographic Phase Retrieval via Maximum Likelihood Optimization—0
Patch2CAD: Patchwise Embedding Learning for In-the-Wild Shape Retrieval from a Single Image—0
Where is this? Video geolocation based on neural network features—0
Towards More Transparent and Accurate Cancer Diagnosis with an Unsupervised CAE Approach—0
Passage Summarization with Recurrent Models for Audio-Sheet Music Retrieval—0
Towards Multi-Language Recipe Personalisation and Recommendation—0
Towards Multimodal MIR: Predicting individual differences from music-induced movement—0
Towards Multi-Modal Text-Image Retrieval to improve Human Reading—0
Towards Multi-Source Retrieval-Augmented Generation via Synergizing Reasoning and Preference-Driven Retrieval—0
Passage Segmentation of Documents for Extractive Question Answering—0
Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark—0
Towards Next-Generation Medical Agent: How o1 is Reshaping Decision-Making in Medical Scenarios—0
Object Re-Identification from Point Clouds—0
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications—0
Where to Buy It: Matching Street Clothing Photos in Online Shops—0
Towards Optimizing and Evaluating a Retrieval Augmented QA Chatbot using LLMs with Human in the Loop—0
Towards Optimizing a Retrieval Augmented Generation using Large Language Model on Academic Data—0
Towards Personalized and Semantic Retrieval: An End-to-End Solution for E-commerce Search via Embedding Learning—0
Passage Query Methods for Retrieval and Reranking in Conversational Agents—0
Where to Focus: Query Adaptive Matching for Instance Retrieval Using Convolutional Feature Maps—0
Towards Practicality of Sketch-Based Visual Understanding—0
Towards Practical Single-shot Phase Retrieval with Physics-Driven Deep Neural Network—0
Towards Practical Visual Search Engine within Elasticsearch—0
Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader Models—0
Towards Proactive Information Retrieval in Noisy Text with Wikipedia Concepts—0
PASH at TREC 2021 Deep Learning Track: Generative Enhanced Model for Multi-stage Ranking—0
Towards reducing hallucination in extracting information from financial reports using Large Language Models—0
Towards Reliable Medical Question Answering: Techniques and Challenges in Mitigating Hallucinations in Language Models—0
Where to Look and How to Describe: Fashion Image Retrieval with an Attentional Heterogeneous Bilinear Network—0
Where to Play: Retrieval of Video Segments using Natural-Language Queries—0
Towards Requirements Engineering for RAG Systems—0
Towards Resolving Word Ambiguity with Word Embeddings—0
Towards Retrieval-Augmented Architectures for Image Captioning—0
Towards Retrieval Augmented Generation over Large Video Libraries—0
Where Was COVID-19 First Discovered? Designing a Question-Answering System for Pandemic Situations—0
Towards retrieving dispersion profiles using quantum-mimic Optical Coherence Tomography and Machine Learnin—0
Towards Robust and Generalizable Gerchberg Saxton based Physics Inspired Neural Networks for Computer Generated Holography: A Sensitivity Analysis Framework—0
Towards Robust and Truly Large-Scale Audio-Sheet Music Retrieval—0
Towards Robustness of Text-to-Visualization Translation against Lexical and Phrasal Variability—0
Towards Robust Neural Retrieval Models with Synthetic Pre-Training—0
Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning—0
Towards Robust Offline Evaluation: A Causal and Information Theoretic Framework for Debiasing Ranking Systems—0
Towards Robust Passage Re-Ranking Model by Mitigating Lexical Match Bias—0
Towards Robust Ranker for Text Retrieval—0
Where were my keys? -- Aggregating Spatial-Temporal Instances of Objects for Efficient Retrieval over Long Periods of Time—0
Zero-Shot Hashing via Transferring Supervised Knowledge—0
Which Is Plagiarism: Fashion Image Retrieval Based on Regional Representation for Design Protection—0
Towards Self-Adaptive Metric Learning On the Fly—0
Towards Semantic Modeling of Contradictions and Disagreements: A Case Study of Medical Guidelines—0
Towards Semantic Query Segmentation—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