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 95019550 of 14297 papers

TitleStatusHype
Languages in Multilingual Speech Foundation Models Align Both Phonetically and Semantically0
LANNS: A Web-Scale Approximate Nearest Neighbor Lookup System0
LAPIS: Language Model-Augmented Police Investigation System0
LA-RAG:Enhancing LLM-based ASR Accuracy with Retrieval-Augmented Generation0
LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification0
Large Associative Memory Problem in Neurobiology and Machine Learning0
Large Language Model Augmented Exercise Retrieval for Personalized Language Learning0
Large Language Model Enhanced Multi-Agent Systems for 6G Communications0
LLM4Causal: Democratized Causal Tools for Everyone via Large Language Model0
Large Language Model Informed Patent Image Retrieval0
Large Language Models and Prompt Engineering for Biomedical Query Focused Multi-Document Summarisation0
Large Language Models are Strong Zero-Shot Retriever0
Large Language Model as Universal Retriever in Industrial-Scale Recommender System0
Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment0
Large Language Models Can Be Used to Estimate the Latent Positions of Politicians0
Large Language Models for Captioning and Retrieving Remote Sensing Images0
Large Language Models Know What Makes Exemplary Contexts0
Large Language Models: New Opportunities for Access to Science0
Large Language Models vs. Search Engines: Evaluating User Preferences Across Varied Information Retrieval Scenarios0
Large Language Models with Retrieval-Augmented Generation for Zero-Shot Disease Phenotyping0
Large Margin Learning in Set to Set Similarity Comparison for Person Re-identification0
Large-margin Learning of Compact Binary Image Encodings0
Large Multi-lingual, Multi-level and Multi-genre Annotation Corpus0
Large scale biomedical texts classification: a kNN and an ESA-based approaches0
Large-scale Building Height Retrieval from Single SAR Imagery based on Bounding Box Regression Networks0
Large Scale Deep Convolutional Neural Network Features Search with Lucene0
Large-scale image analysis using docker sandboxing0
Large-Scale Knowledge Synthesis and Complex Information Retrieval from Biomedical Documents0
Large-Scale Music Annotation and Retrieval: Learning to Rank in Joint Semantic Spaces0
Large scale near-duplicate image retrieval using Triples of Adjacent Ranked Features (TARF) with embedded geometric information0
Large-Scale Pedestrian Retrieval Competition0
Large-scale phase retrieval0
Large-Scale Query-by-Image Video Retrieval Using Bloom Filters0
Large Scale Question Answering using Tourism Data0
Large Scale Question Paraphrase Retrieval with Smoothed Deep Metric Learning0
Large-scale representation learning from visually grounded untranscribed speech0
Large-Scale Retrieval for Reinforcement Learning0
Large-Scale Shape Retrieval with Sparse 3D Convolutional Neural Networks0
Large-scale Speaker Retrieval on Random Speaker Variability Subspace0
Large Scale Strongly Supervised Ensemble Metric Learning, with Applications to Face Verification and Retrieval0
Large-scale Tag-based Font Retrieval with Generative Feature Learning0
Large Scale Video Representation Learning via Relational Graph Clustering0
Vision-Language Models Learn Super Images for Efficient Partially Relevant Video Retrieval0
Large Scale Visual Food Recognition0
Large Scale Visual Recommendations From Street Fashion Images0
Large Search Model: Redefining Search Stack in the Era of LLMs0
Laser2Vec: Similarity-based Retrieval for Robotic Perception Data0
LASER: A Neuro-Symbolic Framework for Learning Spatial-Temporal Scene Graphs with Weak Supervision0
LasigeBioTM at MEDIQA 2019: Biomedical Question Answering using Bidirectional Transformers and Named Entity Recognition0
Late multimodal fusion for image and audio music transcription0
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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