ResearchBenchmarksValence classification on LAUREATEValence classification on LAUREATEFollow52.7F1 ScoreCLSP+MLP35.33239.84144.3548.859Apr 7, 2026Evaluation resultsMethodMethodLinksF1 ScoreCLSP+MLPModality=EDA, Training...Modality=EDA, Training Data Percentage=5%2026.0452.7RFModality=EDA+PPGModality=EDA+PPG2026.0446.1RFModality=PPGModality=PPG2026.0446HC+MLPModality=PPGModality=PPG2026.0441CLSP+MLPModality=EDA+PPG, Fine...Modality=EDA+PPG, Fine-tuning=50%, Sampling=Random sampling2026.0440HC+MLPModality=EDAModality=EDA2026.0436