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Emotion Recognition on SEED-IV and SEED-V Transfer Evaluation

56.29Accuracy (SEED -> SEED-IV)PAA-M
35.032440.551246.0751.5888Mar 18, 2026

Evaluation results

MethodLinks
PAA-Mevaluation_protocol=Single-session Leave-one-subject-out (LOSO) Cross-valuation2026.0356.2957.8758.2660.8755.3253.7956.9
PAA-L2026.0354.5649.8556.5253.6257.853.0554.23
PAA-Cevaluation_protocol=Single-session Leave-one-subject-out (LOSO) Cross-valuation2026.0354.0948.4556.8160.0751.1450.3453.48
PAA-C2026.0352.8951.4156.5551.8354.7151.3553.12
PR-PLevaluation_protocol=Single-session Leave-one-subject-out (LOSO) Cross-valuation, reproduced=true2026.0352.6249.8255.7555.7851.0745.1950.21
PAA-M2026.0352.6254.562.9355.7259.1253.556.4
BLFBAreproduced=true2026.0350.7551.2955.8152.1349.1850.2851.57
PR-PLreproduced=true2026.0350.1552.1656.3945.2651.948.1350.67
DANreproduced=true2026.0349.6447.5652.3837.3340.3236.6943.91
GFKreproduced=true2026.0349.0645.8652.1440.4842.1937.4544.53
PAA-Levaluation_protocol=Single-session Leave-one-subject-out (LOSO) Cross-valuation2026.0348.5150.6658.3756.9152.3947.0752.32
TCAreproduced=true2026.0348.0342.2352.8630.1246.6435.0542.49
LeNetreproduced=true2026.0346.0141.3147.0139.145.0340.243.11
SAreproduced=true2026.0345.639.4148.2135.534.8632.7639.39
DDCreproduced=true2026.0345.0534.6339.9235.9734.5938.1738.06
DANevaluation_protocol=Single-session Leave-one-subject-out (LOSO) Cross-valuation, reproduced=true2026.0344.3333.7644.5943.7539.0636.4340.32
BLFBAevaluation_protocol=Single-session Leave-one-subject-out (LOSO) Cross-valuation, reproduced=true2026.0344.2349.851.9640.1747.3647.1946.79
DDAreproduced=true2026.0344.2341.1154.542.0949.4543.7645.86
DANNreproduced=true2026.0344.140.147.3241.2548.7234.3542.64
DCORALreproduced=true2026.0343.7644.243.2444.6344.8239.9543.43
GFKevaluation_protocol=Single-session Leave-one-subject-out (LOSO) Cross-valuation, reproduced=true2026.0343.143849.8232.5433.0334.2138.46
TCAevaluation_protocol=Single-session Leave-one-subject-out (LOSO) Cross-valuation, reproduced=true2026.0342.3642.947.4834.8446.9440.8242.56
LeNetevaluation_protocol=Single-session Leave-one-subject-out (LOSO) Cross-valuation, reproduced=true2026.0342.0335.2251.9132.4242.8635.2439.95
DCORALevaluation_protocol=Single-session Leave-one-subject-out (LOSO) Cross-valuation, reproduced=true2026.0341.6742.346.9535.5937.7336.1240.06
DANNevaluation_protocol=Single-session Leave-one-subject-out (LOSO) Cross-valuation, reproduced=true2026.0340.1940.3742.8526.7337.2637.7737.53
DDCevaluation_protocol=Single-session Leave-one-subject-out (LOSO) Cross-valuation, reproduced=true2026.0339.6735.6240.137.3536.5337.2137.75
SAevaluation_protocol=Single-session Leave-one-subject-out (LOSO) Cross-valuation, reproduced=true2026.0339.2931.0140.8534.4631.2233.5235.06
DDAevaluation_protocol=Single-session Leave-one-subject-out (LOSO) Cross-valuation, reproduced=true2026.0335.8535.0357.0532.3243.6334.0339.65