ResearchBenchmarksArousal classification on UBFC_PHYSArousal classification on UBFC_PHYSFollow0.45F1 Score (EDA)CLSP+MLP0.42750.438750.450.46125Apr 7, 2026Evaluation resultsMethodMethodLinksF1 Score (EDA)F1 Score (PPG)F1 Score (EDA+PPG)CLSP+MLPModality=EDA, Fine-tun...Modality=EDA, Fine-tuning Ratio=5%2026.040.45——CLSP+CNNModality=PPG, Fine-tun...Modality=PPG, Fine-tuning Ratio=25%2026.04—0.34—CLSP+MLPModality=EDA+PPG, Fine...Modality=EDA+PPG, Fine-tuning Ratio=5%2026.04——0.41