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 65516600 of 14297 papers

TitleStatusHype
Cross-Modal Learning via Pairwise Constraints0
Inductive-Biases for Contrastive Learning of Disentangled Representations0
AutoFAS: Automatic Feature and Architecture Selection for Pre-Ranking System0
AMUSED: A Multi-Stream Vector Representation Method for Use in Natural Dialogue0
Adaptive Substring Extraction and Modified Local NBNN Scoring for Binary Feature-based Local Mobile Visual Search without False Positives0
INDUS: Effective and Efficient Language Models for Scientific Applications0
Improving Assessment of Tutoring Practices using Retrieval-Augmented Generation0
Improving Acquisition Speed of X-Ray Ptychography through Spatial Undersampling and Regularization0
InFact: A Strong Baseline for Automated Fact-Checking0
Infant Agent: A Tool-Integrated, Logic-Driven Agent with Cost-Effective API Usage0
Improving accuracy of GPT-3/4 results on biomedical data using a retrieval-augmented language model0
Improving Accountability in Recommender Systems Research Through Reproducibility0
Inference for Regression with Variables Generated by AI or Machine Learning0
Inference in High-Dimensional Linear Regression via Lattice Basis Reduction and Integer Relation Detection0
Cross-Modality Personalization for Retrieval0
Inference Scaling for Long-Context Retrieval Augmented Generation0
Improving Access to Trade and Investment Information in Thailand through Intelligent Document Retrieval0
Improve Supervised Representation Learning with Masked Image Modeling0
Improve Retrieval-based Dialogue System via Syntax-Informed Attention0
Infinite Retrieval: Attention Enhanced LLMs in Long-Context Processing0
Inflate and Shrink:Enriching and Reducing Interactions for Fast Text-Image Retrieval0
Improved Visual Localization via Graph Smoothing0
Cross-Modality Binary Code Learning via Fusion Similarity Hashing0
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation0
Autoencoding the Retrieval Relevance of Medical Images0
Improved Topic modeling in Twitter through Community Pooling0
Improved Text-Image Matching by Mitigating Visual Semantic Hubs0
Information Compression, Intelligence, Computing, and Mathematics0
Information Need in Metaverse Recordings - A Field Study0
Information Ranking Using Optimum-Path Forest0
Information Retrieval and Classification of Real-Time Multi-Source Hurricane Evacuation Notices0
Information Retrieval and Extraction on COVID-19 Clinical Articles Using Graph Community Detection and Bio-BERT Embeddings0
Improved Search in Hamming Space using Deep Multi-Index Hashing0
Information Retrieval and Natural Language Processing (Recherche d'Information et Traitement Automatique des Langues Naturelles) [in French]0
Improved Radar Localization on Lidar Maps Using Shared Embedding0
Information Retrieval for Climate Impact0
Information retrieval for label noise document ranking by bag sampling and group-wise loss0
Cross-modal Image Retrieval with Deep Mutual Information Maximization0
Improved Hamming Distance Search Using Variable Length Substrings0
Information Retrieval in African Languages0
Cross-Modal Hamming Hashing0
Information Retrieval in Friction Stir Welding of Aluminum Alloys by using Natural Language Processing based Algorithms0
Information Retrieval in long documents: Word clustering approach for improving Semantics0
Information retrieval in single cell chromatin analysis using TF-IDF transformation methods0
AutoComPose: Automatic Generation of Pose Transition Descriptions for Composed Pose Retrieval Using Multimodal LLMs0
Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community0
A Multi-View Embedding Space for Modeling Internet Images, Tags, and their Semantics0
Information retrieval: recent advances and beyond0
Improve Dense Passage Retrieval with Entailment Tuning0
Improved Deep Metric Learning with Multi-class N-pair Loss Objective0
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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