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Metric Correlation Analysis research benchmarks · SOTA2 Research

Metric Correlation Analysis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Synthetic perturbation sets (test)

80.27Spearman's rho (S)

17

Feb 26, 2026

94.62whspr+mdld

10

Apr 9, 2026

CIFAR-10 and LSUN Timesteps 900-999 Initial denoising stages

0L2 Norm (mu_t)

8

Feb 26, 2026

CIFAR-10 and LSUN Timesteps 0-999 Averaged over 5 runs across 36 model configurations (Full trajectory)

0L2 Norm of Mean (||mu_t||_2)

8

Feb 26, 2026

Popular datasets

CIFAR and LSUN MuST-C Synthetic perturbation sets

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