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 3351–3375 of 14297 papers

TitleStatusHype
TOPICAL: TOPIC Pages AutomagicaLlyCode0
Attribution in Scientific Literature: New Benchmark and Methods—0
Semi-Parametric Retrieval via Binary Bag-of-Tokens IndexCode0
Comparative Analysis of Retrieval Systems in the Real World—0
Question Suggestion for Conversational Shopping Assistants Using Product Metadata—0
Distillation for Multilingual Information Retrieval—0
"In-Context Learning" or: How I learned to stop worrying and love "Applied Information Retrieval"—0
Language Fairness in Multilingual Information RetrievalCode0
Generative Relevance Feedback and Convergence of Adaptive Re-Ranking: University of Glasgow Terrier Team at TREC DL 2023Code0
Faster Learned Sparse Retrieval with Block-Max PruningCode1
Overcoming LLM Challenges using RAG-Driven Precision in Coffee Leaf Disease Remediation—0
GAIA: A General AI Assistant for Intelligent Accelerator Operations—0
PLAID SHIRTTT for Large-Scale Streaming Dense Retrieval—0
Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models—0
Fine-Tuning and Retrieval Augmented Generation for Question Answering Using Affordable Large Language ModelsCode0
University management system project.—0
BiomedRAG: A Retrieval Augmented Large Language Model for BiomedicineCode1
Distance Sampling-based Paraphraser Leveraging ChatGPT for Text Data Manipulation—0
CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions—0
Spherical Linear Interpolation and Text-Anchoring for Zero-shot Composed Image Retrieval—0
Almanac Copilot: Towards Autonomous Electronic Health Record Navigation—0
Large Language Model Informed Patent Image Retrieval—0
Extending Llama-3's Context Ten-Fold Overnight—0
Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary CreationCode0
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language ModelsCode0
Show:102550
← PrevPage 135 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