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 9276–9300 of 14297 papers

TitleStatusHype
Investigating the Successes and Failures of BERT for Passage Re-Ranking—0
Investigating the Vision Transformer Model for Image Retrieval Tasks—0
IPA-CLIP: Integrating Phonetic Priors into Vision and Language Pretraining—0
iPTR: Learning a representation for interactive program translation retrieval—0
IQLS: Framework for leveraging Metadata to enable Large Language Model based queries to complex, versatile Data—0
IRA: Adaptive Interest-aware Representation and Alignment for Personalized Multi-interest Retrieval—0
iRAG: Advancing RAG for Videos with an Incremental Approach—0
Iranian Modal Music (Dastgah) detection using deep neural networks—0
Irec: A Metacognitive Scaffolding for Self-Regulated Learning through Just-in-Time Insight Recall: A Conceptual Framework and System Prototype—0
IRISA participation to BioNLP-ST13: lazy-learning and information retrieval for information extraction tasks—0
IRLab@iKAT24: Learned Sparse Retrieval with Multi-aspect LLM Query Generation for Conversational Search—0
IRLI: Iterative Re-partitioning for Learning to Index—0
IR Models and the COVID-19 Pandemic: A Comparative Study of Performance and Challenges—0
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
ISA-bEL: Intelligent Search Algorithm based on Entity Linking—0
Is Cross-lingual Evaluation Only About Cross-lingual?—0
Is Cross-modal Information Retrieval Possible without Training?—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
Is My Data in Your Retrieval Database? Membership Inference Attacks Against Retrieval Augmented Generation—0
IsOBS: An Information System for Oracle Bone Script—0
Is Relevance Propagated from Retriever to Generator in RAG?—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