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Convergence analysis on Tiny-ImageNet

Convergence analysis on Tiny-ImageNet

2.62ESS/sL2E

Updated 3mo ago

Evaluation results

Method	Links
L2E2024.08		2.62	80.6
CSGMCMC2024.08		2.43	73.7
Meta-SGMCMC2024.08		0.91	13.1

State-of-the-art paper

L2E

Learning to Explore for Stochastic Gradient MCMC

Dataset

ImageNet

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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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