ResearchBenchmarksArousal classification on VERBIOFollow0.83F1 Score (EDA)CLSP+CNN0.78850.809250.830.85075Apr 7, 2026Evaluation ResultsMethodMethodLinksF1 Score (EDA)F1 Score (PPG)F1 Score (EDA+PPG)CLSP+CNNModality=EDA, Fine-tun...Modality=EDA, Fine-tuning Ratio=50%2026.040.83——CLSP+CNNModality=PPG, Fine-tun...Modality=PPG, Fine-tuning Ratio=50%2026.04—0.77—CLSP+CNNModality=EDA+PPG, Fine...Modality=EDA+PPG, Fine-tuning Ratio=50%2026.04——0.72