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 6801–6825 of 14297 papers

TitleStatusHype
IRNLP_DAIICT@DravidianLangTech-EACL2021:Offensive Language identification in Dravidian Languages using TF-IDF Char N-grams and MuRIL—0
IRNLP_DAIICT@LT-EDI-EACL2021: Hope Speech detection in Code Mixed text using TF-IDF Char N-grams and MuRIL—0
Cross-Media Scientific Research Achievements Retrieval Based on Deep Language Model—0
A Multi-model Approach for Video Data Retrieval in Autonomous Vehicle Development—0
ISA-bEL: Intelligent Search Algorithm based on Entity Linking—0
Image Retrieval using Histogram Factorization and Contextual Similarity Learning—0
Image Retrieval System Base on EMD Similarity Measure and S-Tree—0
Is Cross-lingual Evaluation Only About Cross-lingual?—0
Is Cross-modal Information Retrieval Possible without Training?—0
Image Retrieval Methods in the Dissimilarity Space—0
ISEEQ: Information Seeking Question Generation using Dynamic Meta-Information Retrieval and Knowledge Graphs—0
Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning—0
Is Image Encoding Beneficial for Deep Learning in Finance? An Analysis of Image Encoding Methods for the Application of Convolutional Neural Networks in Finance—0
iSimLoc: Visual Global Localization for Previously Unseen Environments with Simulated Images—0
Cross-Lingual Training with Dense Retrieval for Document Retrieval—0
Image retrieval method based on CNN and dimension reduction—0
Cross-Lingual Training of Neural Models for Document Ranking—0
Image Retrieval from Contextual Descriptions—0
Image Retrieval for Structure-from-Motion via Graph Convolutional Network—0
Cross-Lingual Training of Dense Retrievers for Document Retrieval—0
A Multimodal Multi-Agent Framework for Radiology Report Generation—0
Is Relevance Propagated from Retriever to Generator in RAG?—0
Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders—0
Is Table Retrieval a Solved Problem? Exploring Join-Aware Multi-Table Retrieval—0
Image Retrieval for Arguments Using Stance-Aware Query Expansion—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