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 4126–4150 of 14297 papers

TitleStatusHype
Cross-modal Retrieval for Knowledge-based Visual Question AnsweringCode1
Evidence to Generate (E2G): A Single-agent Two-step Prompting for Context Grounded and Retrieval Augmented Reasoning—0
Large Language Models vs. Search Engines: Evaluating User Preferences Across Varied Information Retrieval Scenarios—0
Reinforcement Learning for Optimizing RAG for Domain Chatbots—0
Improving Tag-Clouds as Visual Information Retrieval Interfaces—0
Do Vision and Language Encoders Represent the World Similarly?Code1
Modality-Aware Representation Learning for Zero-shot Sketch-based Image RetrievalCode0
Knowledge Sharing in Manufacturing using Large Language Models: User Evaluation and Model Benchmarking—0
Attendre: Wait To Attend By Retrieval With Evicted Queries in Memory-Based Transformers for Long Context Processing—0
Learning Audio Concepts from Counterfactual Natural LanguageCode0
Adapting Standard Retrieval Benchmarks to Evaluate Generated Answers—0
Answer Retrieval in Legal Community Question AnsweringCode0
Probabilistic emotion and sentiment modelling of patient-reported experiencesCode0
Rewriting the Code: A Simple Method for Large Language Model Augmented Code SearchCode1
Translate-Distill: Learning Cross-Language Dense Retrieval by Translation and Distillation—0
Sparse Meets Dense: A Hybrid Approach to Enhance Scientific Document Retrieval—0
FlopPITy: Enabling self-consistent exoplanet atmospheric retrievals with machine learning—0
Reproducibility Analysis and Enhancements for Multi-Aspect Dense Retriever with Aspect LearningCode0
End-to-End Crystal Structure Prediction from Powder X-Ray Diffraction—0
Information Retrieval and Classification of Real-Time Multi-Source Hurricane Evacuation Notices—0
CAPTAIN at COLIEE 2023: Efficient Methods for Legal Information Retrieval and Entailment TasksCode0
Text-Video Retrieval via Variational Multi-Modal Hypergraph Networks—0
Unsupervised hard Negative Augmentation for contrastive learningCode0
Benchmarking PathCLIP for Pathology Image Analysis—0
Natural Language Programming in Medicine: Administering Evidence Based Clinical Workflows with Autonomous Agents Powered by Generative Large Language Models—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