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 3026–3050 of 14297 papers

TitleStatusHype
Hyperdimensional Quantum Factorization—0
Multi-Modal Retrieval For Large Language Model Based Speech Recognition—0
Enhancing Knowledge Retrieval with In-Context Learning and Semantic Search through Generative AI—0
Robust Information Retrieval—0
Khmer Semantic Search Engine (KSE): Digital Information Access and Document Retrieval—0
Can't Hide Behind the API: Stealing Black-Box Commercial Embedding Models—0
An Efficient Post-hoc Framework for Reducing Task Discrepancy of Text Encoders for Composed Image RetrievalCode2
Exploring the Spectrum of Visio-Linguistic Compositionality and RecognitionCode1
Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms—0
Enhancing Diagnostic Accuracy in Rare and Common Fundus Diseases with a Knowledge-Rich Vision-Language ModelCode2
Self-supervised Graph Neural Network for Mechanical CAD Retrieval—0
Explore the Limits of Omni-modal Pretraining at ScaleCode2
VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable Reasoning—0
Ad Auctions for LLMs via Retrieval Augmented Generation—0
Blowfish: Topological and statistical signatures for quantifying ambiguity in semantic search—0
OpenObj: Open-Vocabulary Object-Level Neural Radiance Fields with Fine-Grained UnderstandingCode1
Prediction of the Realisation of an Information Need: An EEG Study—0
Supportiveness-based Knowledge Rewriting for Retrieval-augmented Language Modeling—0
Battling Botpoop using GenAI for Higher Education: A Study of a Retrieval Augmented Generation Chatbots Impact on Learning—0
State Soup: In-Context Skill Learning, Retrieval and Mixing—0
RACon: Retrieval-Augmented Simulated Character Locomotion Control—0
Beyond Words: On Large Language Models Actionability in Mission-Critical Risk Analysis—0
Progress Towards Decoding Visual Imagery via fNIRS—0
Bridging Language Gaps in Audio-Text RetrievalCode1
Progressive Query Expansion for Retrieval Over Cost-constrained Data Sources—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