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 11351–11400 of 14297 papers

TitleStatusHype
RoRA-VLM: Robust Retrieval-Augmented Vision Language Models—0
RoseRAG: Robust Retrieval-augmented Generation with Small-scale LLMs via Margin-aware Preference Optimization—0
Rotation Invariant Aerial Image Retrieval with Group Convolutional Metric Learning—0
Rotation-Invariant Autoencoders for Signals on Spheres—0
Rotation Invariant Deep CBIR—0
Rotation Invariant Descriptors for Galaxy Morphological Classification—0
ProTA: Probabilistic Token Aggregation for Text-Video Retrieval—0
Routing Driverless Transport Vehicles in Car Assembly with Answer Set Programming—0
Rover Relocalization for Mars Sample Return by Virtual Template Synthesis and Matching—0
RP2K: A Large-Scale Retail Product Dataset for Fine-Grained Image Classification—0
RPO: Retrieval Preference Optimization for Robust Retrieval-Augmented Generation—0
X-TRA: Improving Chest X-ray Tasks with Cross-Modal Retrieval Augmentation—0
RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation—0
RRAML: Reinforced Retrieval Augmented Machine Learning—0
RREH: Reconstruction Relations Embedded Hashing for Semi-Paired Cross-Modal Retrieval—0
RRF102: Meeting the TREC-COVID Challenge with a 100+ Runs Ensemble—0
RRM: Relightable assets using Radiance guided Material extraction—0
Proposal for the creation of a research facility for the development of the SP machine—0
Proof of Concept: Automatic Type Recognition—0
Prompts as Auto-Optimized Training Hyperparameters: Training Best-in-Class IR Models from Scratch with 10 Gold Labels—0
Prompt-responsive Object Retrieval with Memory-augmented Student-Teacher Learning—0
RS-RAG: Bridging Remote Sensing Imagery and Comprehensive Knowledge with a Multi-Modal Dataset and Retrieval-Augmented Generation Model—0
RSVG: Exploring Data and Models for Visual Grounding on Remote Sensing Data—0
RT-cache: Efficient Robot Trajectory Retrieval System—0
R-Theta Local Neighborhood Pattern for Unconstrained Facial Image Recognition and Retrieval—0
Prompt-RAG: Pioneering Vector Embedding-Free Retrieval-Augmented Generation in Niche Domains, Exemplified by Korean Medicine—0
Prompt Perturbation in Retrieval-Augmented Generation based Large Language Models—0
RubyStar: A Non-Task-Oriented Mixture Model Dialog System—0
Ontology-based Adaptive e-Textbook Platform for Student and Machine Co-Learning—0
RUEL: Retrieval-Augmented User Representation with Edge Browser Logs for Sequential Recommendation—0
Video Editing for Video Retrieval—0
Rule based Approach for Word Normalization by resolving Transcription Ambiguity in Transliterated Search Queries—0
Rule-based Automatic Multi-word Term Extraction and Lemmatization—0
Rule-Based Semantic Tagging. An Application Undergoing Dictionary Glosses—0
Rule Based Stemmer in Urdu—0
Prompt Performance Prediction for Image Generation—0
Prompting with Phonemes: Enhancing LLM Multilinguality for non-Latin Script Languages—0
R+X: Retrieval and Execution from Everyday Human Videos—0
Prompting Audios Using Acoustic Properties For Emotion Representation—0
Prompt-Guided Attention Head Selection for Focus-Oriented Image Retrieval—0
SACL: Understanding and Combating Textual Bias in Code Retrieval with Semantic-Augmented Reranking and Localization—0
SACReg: Scene-Agnostic Coordinate Regression for Visual Localization—0
SADIH: Semantic-Aware DIscrete Hashing—0
Ontology-aware Network for Zero-shot Sketch-based Image Retrieval—0
SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance—0
Prompt Generate Train (PGT): Few-shot Domain Adaption of Retrieval Augmented Generation Models for Open Book Question-Answering—0
Video Event Detection by Exploiting Word Dependencies from Image Captions—0
PromptDSI: Prompt-based Rehearsal-free Instance-wise Incremental Learning for Document Retrieval—0
Prompt-based Learning for Unpaired Image Captioning—0
Sakura: Large-scale Incorrect Example Retrieval System for Learners of Japanese as a Second Language—0
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All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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