ResearchBenchmarksValence classification on CEAP-360VRValence classification on CEAP-360VRFollow62F1 ScoreCLSP+CNN27.1636.20545.2554.295Apr 7, 2026Evaluation resultsMethodMethodLinksF1 ScoreCLSP+CNNModality=EDA, Fine-tun...Modality=EDA, Fine-tuning=5%2026.0462CLSP+CNNModality=PPG, Fine-tun...Modality=PPG, Fine-tuning=5%2026.0461LDAModality=EDA+PPGModality=EDA+PPG2026.0450RFModality=EDA+PPGModality=EDA+PPG2026.0431.4RFModality=PPGModality=PPG2026.0430.7CLSP+MLPModality=EDA, Training...Modality=EDA, Training Data Percentage=25%2026.0428.5