ResearchBenchmarksDegradation Trend Prediction on H-BearingFollow0.051RMSEProposed Dynamic HI0.044040.091020.1380.18498Jun 5, 2025Evaluation ResultsMethodMethodLinksRMSEPrediction ScoreProposed Dynamic HI2025.060.05191.7SSAE2025.060.06690.8VAE2025.060.0887.5CEEMDAN2025.060.09887.2KPCA2025.060.10485.6RMS2025.060.13180.9ISOMAP2025.060.15673.7P-Entropy2025.060.22567.2