ResearchBenchmarksValence classification on ForDigitStressValence classification on ForDigitStressFollow92F1 ScoreRF86.888.1589.590.85Apr 7, 2026Evaluation resultsMethodMethodLinksF1 ScoreRFModality=PPG, Sampling...Modality=PPG, Sampling=SMOTE2026.0492RFModality=EDA+PPG, Samp...Modality=EDA+PPG, Sampling=SMOTE2026.0492CLSP+CNNModality=EDA, Fine-tun...Modality=EDA, Fine-tuning=5%2026.0487