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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 5301–5325 of 14297 papers

TitleStatusHype
GuP: Fast Subgraph Matching by Guard-based PruningCode1
Self-Enhancement Improves Text-Image Retrieval in Foundation Visual-Language ModelsCode0
Multi-modal Pre-training for Medical Vision-language Understanding and Generation: An Empirical Study with A New BenchmarkCode1
I run as fast as a rabbit, can you? A Multilingual Simile Dialogue DatasetCode0
HyP-NeRF: Learning Improved NeRF Priors using a HyperNetwork—0
Speech-to-Text Adapter and Speech-to-Entity Retriever Augmented LLMs for Speech Understanding—0
Improving Vietnamese Legal Question--Answering System based on Automatic Data Enrichment—0
Variable Radiance Field for Real-Life Category-Specifc Reconstruction from Single Image—0
Knowledge Detection by Relevant Question and Image Attributes in Visual Question Answering—0
RETA-LLM: A Retrieval-Augmented Large Language Model ToolkitCode2
NOWJ at COLIEE 2023 -- Multi-Task and Ensemble Approaches in Legal Information Processing—0
KIT's Multilingual Speech Translation System for IWSLT 2023Code0
SKG: A Versatile Information Retrieval and Analysis Framework for Academic Papers with Semantic Knowledge Graphs—0
Automatic retrieval of corresponding US views in longitudinal examinationsCode0
Unified Embedding Based Personalized Retrieval in Etsy Search—0
MarineVRS: Marine Video Retrieval System with Explainability via Semantic Understanding—0
Phrase Retrieval for Open-Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive LearningCode0
Retrosynthesis Prediction with Local Template Retrieval—0
When to Read Documents or QA History: On Unified and Selective Open-domain QA—0
Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue SystemsCode0
SANGEET: A XML based Open Dataset for Research in Hindustani SangeetCode0
Answering Compositional Queries with Set-Theoretic Embeddings—0
An Overview of Challenges in Egocentric Text-Video Retrieval—0
MolFM: A Multimodal Molecular Foundation ModelCode2
Natural Language Commanding via Program Synthesis—0
Show:102550
← PrevPage 213 of 572Next →
All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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