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

Showing 96019625 of 14297 papers

TitleStatusHype
StacMR: Scene-Text Aware Cross-Modal RetrievalCode1
Variational Interaction Information Maximization for Cross-domain DisentanglementCode1
Physics-Aware Gaussian Processes in Remote Sensing0
Deep Gaussian Processes for geophysical parameter retrieval0
Spectral band selection for vegetation properties retrieval using Gaussian processes regression0
Retrieval of aboveground crop nitrogen content with a hybrid machine learning method0
Randomized kernels for large scale Earth observation applications0
Predicting the Transition from Short-term to Long-term Memory based on Deep Neural Network0
Structural Text Segmentation of Legal DocumentsCode1
Active Learning Methods for Efficient Hybrid Biophysical Variable Retrieval0
High resolution functional imaging through Lorentz transmission electron microscopy and differentiable programming0
Attention-based Saliency Hashing for Ophthalmic Image RetrievalCode0
Generative Adversarial User Privacy in Lossy Single-Server Information RetrievalCode0
Conversational BrowsingCode0
Data-Efficient Methods for Dialogue Systems0
Learning Equivariant RepresentationsCode1
DenserNet: Weakly Supervised Visual Localization Using Multi-scale Feature AggregationCode1
PeR-ViS: Person Retrieval in Video Surveillance using Semantic DescriptionCode1
A Spectral Estimation Framework for Phase Retrieval via Bregman Divergence Minimization0
Saying No is An Art: Contextualized Fallback Responses for Unanswerable Dialogue QueriesCode1
Linear Regression Evaluation of Search Engine Automatic Search Performance Based on Hadoop and R0
End-to-End QA on COVID-19: Domain Adaptation with Synthetic Training0
Cross-Modal Retrieval and Synthesis (X-MRS): Closing the Modality Gap in Shared Representation Learning0
Aligning Hyperbolic Representations: an Optimal Transport-based approachCode0
COVIDLies: Detecting COVID-19 Misinformation on Social Media0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified