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 8051–8075 of 14297 papers

TitleStatusHype
LLM-Consensus: Multi-Agent Debate for Visual Misinformation Detection—0
Document Visual Question Answering Challenge 2020—0
Mafin: Enhancing Black-Box Embeddings with Model Augmented Fine-Tuning—0
Do deep neural networks possess concept space grid cells?—0
Evaluating a Generative Adversarial Framework for Information Retrieval—0
Aggregated Wasserstein Metric and State Registration for Hidden Markov Models—0
Magic Mushroom: A Customizable Benchmark for Fine-grained Analysis of Retrieval Noise Erosion in RAG Systems—0
Does RAG Really Perform Bad For Long-Context Processing?—0
MAGMaR Shared Task System Description: Video Retrieval with OmniEmbed—0
Magnushammer: A Transformer-Based Approach to Premise Selection—0
Maia: A Real-time Non-Verbal Chat for Human-AI Interaction—0
MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation—0
Wiping out the limitations of Large Language Models -- A Taxonomy for Retrieval Augmented Generation—0
A Computational Inflection for Scientific Discovery—0
MAKE: Vision-Language Pre-training based Product Retrieval in Taobao Search—0
Methodology for identifying study sites in scientific corpus—0
Methods for Computing Legal Document Similarity: A Comparative Study—0
Ev2R: Evaluating Evidence Retrieval in Automated Fact-Checking—0
DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval—0
Chinese Movie Dialogue Question Answering Dataset—0
Making Information Seeking Easier: An Improved Pipeline for Conversational Search—0
Making Large Language Models A Better Foundation For Dense Retrieval—0
Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking—0
Brainish: Formalizing A Multimodal Language for Intelligence and Consciousness—0
Method for Determining the Similarity of Text Documents for the Kazakh language, Taking Into Account Synonyms: Extension to TF-IDF—0
Show:102550
← PrevPage 323 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