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 1375113800 of 14297 papers

TitleStatusHype
RB-SQL: A Retrieval-based LLM Framework for Text-to-SQL0
RAMO: Retrieval-Augmented Generation for Enhancing MOOCs Recommendations0
RDoC Task at BioNLP-OST 20190
Re2G: Retrieve, Rerank, Generate0
RAMIE: Retrieval-Augmented Multi-task Information Extraction with Large Language Models on Dietary Supplements0
Re3val: Reinforced and Reranked Generative Retrieval0
RALI@TREC iKAT 2024: Achieving Personalization via Retrieval Fusion in Conversational Search0
RE-AdaptIR: Improving Information Retrieval through Reverse Engineered Adaptation0
RE-Adapt: Reverse Engineered Adaptation of Large Language Models0
RAHNet: Retrieval Augmented Hybrid Network for Long-tailed Graph Classification0
Reading Protocol: Understanding what has been Read in Interactive Information Retrieval Tasks0
Reading Radiology Imaging Like The Radiologist0
RAG Without the Lag: Interactive Debugging for Retrieval-Augmented Generation Pipelines0
Reading Text in the Wild with Convolutional Neural Networks0
RAG-Verus: Repository-Level Program Verification with LLMs using Retrieval Augmented Generation0
Reading with Intent0
Angular Triplet Loss-based Camera Network for ReID0
Making Cross-Domain Recommendations by Associating Disjoint Users and Items Through the Affective Aware Pseudo Association Method0
RAGSys: Item-Cold-Start Recommender as RAG System0
ReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop QA0
RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement0
RealCQA-V2 : Visual Premise Proving A Manual COT Dataset for Charts0
RealDrive: Retrieval-Augmented Driving with Diffusion Models0
RealGen: Retrieval Augmented Generation for Controllable Traffic Scenarios0
RAG-RL: Advancing Retrieval-Augmented Generation via RL and Curriculum Learning0
REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark0
RAG-Reward: Optimizing RAG with Reward Modeling and RLHF0
RAG-Optimized Tibetan Tourism LLMs: Enhancing Accuracy and Personalization0
RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning0
RAGONITE: Iterative Retrieval on Induced Databases and Verbalized RDF for Conversational QA over KGs with RAG0
RAG-MCP: Mitigating Prompt Bloat in LLM Tool Selection via Retrieval-Augmented Generation0
Real-time Ad retrieval via LLM-generative Commercial Intention for Sponsored Search Advertising0
Real-time analysis of cataract surgery videos using statistical models0
Real-time Claim Detection from News Articles and Retrieval of Semantically-Similar Factchecks0
Real-time coherent diffraction inversion using deep generative networks0
Real-time Detection of AI-Generated Speech for DeepFake Voice Conversion0
Real-Time Evaluation Models for RAG: Who Detects Hallucinations Best?0
Using Arabic Wordnet for semantic indexation in information retrieval system0
Real-time fMRI neurofeedback of the mediodorsal and anterior thalamus enhances correlation between thalamic BOLD activity and alpha EEG rhythm0
Real-time information retrieval from Identity cards0
Real-time Percussive Technique Recognition and Embedding Learning for the Acoustic Guitar0
RAG-Gym: Optimizing Reasoning and Search Agents with Process Supervision0
Real-time Spatial Retrieval Augmented Generation for Urban Environments0
Real time unsupervised learning of visual stimuli in neuromorphic VLSI systems0
Real-time Wireless Transmitter Authorization: Adapting to Dynamic Authorized Sets with Information Retrieval0
Real-time X-ray Phase-contrast Imaging Using SPINNet -- A Speckle-based Phase-contrast Imaging Neural Network0
Real-world Conversational AI for Hotel Bookings0
Real-world Object Recognition with Off-the-shelf Deep Conv Nets: How Many Objects can iCub Learn?0
Real-world Person Re-Identification via Degradation Invariance Learning0
Using BERT Encoding and Sentence-Level Language Model for Sentence Ordering0
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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