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Convergence analysis on CIFAR-100

Convergence analysis on CIFAR-100

63.81ESS/sL2E

Updated 3mo ago

Evaluation results

Method	Links
L2E2024.08		63.81	0.897
Meta-SGMCMC2024.08		48.29	0.75
CSGMCMC2024.08		41.14	0.732

State-of-the-art paper

L2E

Learning to Explore for Stochastic Gradient MCMC

Dataset

CIFAR

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Related benchmarks

Robustness under Covariate Shift on CIFAR-10-C Out-of-Distribution Detection on CIFAR-10 (ID) vs Tiny-ImageNet (OOD) (test)Predictive distribution fidelity on CIFAR-10 Predictive distribution fidelity on CIFAR-100 Image Classification on CIFAR-100 (Accuracy, Calibration, and Divergence Metrics)

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