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 6351–6375 of 14297 papers

TitleStatusHype
CS-PaperSum: A Large-Scale Dataset of AI-Generated Summaries for Scientific Papers—0
CSMF: Cascaded Selective Mask Fine-Tuning for Multi-Objective Embedding-Based Retrieval—0
Automatic cognate identification with gap-weighted string subsequences.—0
Analog Memories in a Balanced Rate-Based Network of E-I Neurons—0
CSIRO Data61 at the WNUT Geo Shared Task—0
Pareto Optimal Learning for Estimating Large Language Model Errors—0
Analogical Learning in Tactical Decision Games—0
Image retrieval outperforms diffusion models on data augmentation—0
Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design—0
Towards Cross-modal Retrieval in Chinese Cultural Heritage Documents: Dataset and Solution—0
CSDR-BERT: a pre-trained scientific dataset match model for Chinese Scientific Dataset Retrieval—0
CS591 Report: Application of siamesa network in 2D transformation—0
Automates lexico-phon\'etiques pour l'indexation et la recherche de segments de parole (Lexical-phonetic automata for spoken utterance indexing and retrieval) [in French]—0
CRTS: A type system for representing clinical recommendations—0
Automated Retrieval of ATT&CK Tactics and Techniques for Cyber Threat Reports—0
CRST: a Claim Retrieval System in Twitter—0
Automated Query-Product Relevance Labeling using Large Language Models for E-commerce Search—0
An AI-based solution for the cold start and data sparsity problems in the recommendation systems—0
Cross-View Image Retrieval -- Ground to Aerial Image Retrieval through Deep Learning—0
Xu: An Automated Query Expansion and Optimization Tool—0
Tracing Content Requirements in Financial Documents using Multi-granularity Text Analysis—0
Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation—0
Automated Historical Fact-Checking by Passage Retrieval, Word Statistics, and Virtual Question-Answering—0
An agent-driven semantical identifier using radial basis neural networks and reinforcement learning—0
AdaptRec: A Self-Adaptive Framework for Sequential Recommendations with 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