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 10351–10400 of 14297 papers

TitleStatusHype
MovieChats: Chat like Humans in a Closed Domain—0
MovieFactory: Automatic Movie Creation from Text using Large Generative Models for Language and Images—0
Movie recommender system with metaheuristic artificial bee—0
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking—0
Moving Metric Detection and Alerting System at eBay—0
Moving Towards Centers: Re-ranking with Attention and Memory for Re-identification—0
MPAD: A New Dimension-Reduction Method for Preserving Nearest Neighbors in High-Dimensional Vector Search—0
MPST: A Corpus of Movie Plot Synopses with Tags—0
MQRetNN: Multi-Horizon Time Series Forecasting with Retrieval Augmentation—0
MQuinE: a cure for "Z-paradox" in knowledge graph embedding models—0
mR^2AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA—0
MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering—0
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models—0
mRAG: Elucidating the Design Space of Multi-modal Retrieval-Augmented Generation—0
M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions—0
MRF-Chat: Improving Dialogue with Markov Random Fields—0
MRIS: A Multi-modal Retrieval Approach for Image Synthesis on Diverse Modalities—0
Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark—0
MRNN: A Multi-Resolution Neural Network with Duplex Attention for Document Retrieval in the Context of Question Answering—0
mRobust04: A Multilingual Version of the TREC Robust 2004 Benchmark—0
MrRank: Improving Question Answering Retrieval System through Multi-Result Ranking Model—0
MRSE: An Efficient Multi-modality Retrieval System for Large Scale E-commerce—0
M-SENSE: Modeling Narrative Structure in Short Personal Narratives Using Protagonist's Mental Representations—0
MSLKANet: A Multi-Scale Large Kernel Attention Network for Scene Text Removal—0
M-SpeechCLIP: Leveraging Large-Scale, Pre-Trained Models for Multilingual Speech to Image Retrieval—0
MusicTM-Dataset for Joint Representation Learning among Sheet Music, Lyrics, and Musical Audio—0
MT Quality Estimation: The CMU System for WMT’13—0
Much Ado About Gender: Current Practices and Future Recommendations for Appropriate Gender-Aware Information Access—0
MULE: Multimodal Universal Language Embedding—0
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog—0
Multi-agent query reformulation: Challenges and the role of diversity—0
Multi-Agent Retrieval-Augmented Framework for Evidence-Based Counterspeech Against Health Misinformation—0
Multi-Auxiliary Augmented Collaborative Variational Auto-encoder for Tag Recommendation—0
Multi-Cast Attention Networks for Retrieval-based Question Answering and Response Prediction—0
Multichannel Distributed Local Pattern for Content Based Indexing and Retrieval—0
Multichannel LSTM-CNN for Telugu Technical Domain Identification—0
Multichannel LSTM-CNN for Telugu Text Classification—0
MultiClaimNet: A Massively Multilingual Dataset of Fact-Checked Claim Clusters—0
Multi-Class Quantum Convolutional Neural Networks—0
Multi-Cue Zero-Shot Learning with Strong Supervision—0
MuLTI: Efficient Video-and-Language Understanding with Text-Guided MultiWay-Sampler and Multiple Choice Modeling—0
Multi-Facet Blending for Faceted Query-by-Example Retrieval—0
Multifaceted Improvements for Conversational Open-Domain Question Answering—0
Multi-Faceted Question Complexity Estimation Targeting Topic Domain-Specificity—0
Multi-feature Distance Metric Learning for Non-rigid 3D Shape Retrieval—0
Multi-feature Fusion for Image Retrieval Using Constrained Dominant Sets—0
Multi-Field Adaptive Retrieval—0
Evaluation of Field-Aware Neural Ranking Models for Recipe Search—0
MultiFinRAG: An Optimized Multimodal Retrieval-Augmented Generation (RAG) Framework for Financial Question Answering—0
Multi-Frequency Phase Retrieval for Antenna Measurements—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