Three-class classification on Stroke Dataset (subject-wise cross-validation) benchmark leaderboard · SOTA2 Research

Three-class classification on Stroke Dataset (subject-wise cross-validation)

83Macro F1 ScoreES-VAE + k-NN

Evaluation Results

Method	Links
ES-VAE + k-NN2026.05		83	86	80
Tangent PCA + k-NN2026.05		79	83	76
TCN2026.05		75	78	74
LSTM2026.05		70	81	67
VAE + k-NN2026.05		69	78	65
TCN2026.05		64	70	62
Transformer2026.05		63	63	63
Transformer2026.05		63	75	60
VAE + k-NN2026.05		61	68	58
PCA + k-NN2026.05		61	78	57
LSTM2026.05		56	57	56
Hyper-GCN2026.05		56	56	57
PCA + k-NN2026.05		55	55	55
Sparse ST-GCN2026.05		53	73	49
Sparse ST-GCN2026.05		48	75	49
ST-GCN2026.05		48	50	48
Hyper-GCN2026.05		47	48	47
ST-GCN2026.05		39	48	40