Anomaly Detection on PMU dataset (test) benchmark leaderboard · SOTA2 Research

Anomaly Detection on PMU dataset (test)

90PrecisionTransformer–attn–BiGAN

Evaluation Results

Method	Links
Transformer–attn–BiGAN2025.09		90	81	88	95
Transformer + GAN2025.09		88	77	82	91
Transformer + BiGAN (no attn)2025.09		88	79	83	92
BiGAN + CNN2025.09		87	78	85	90
BiLSTM–AE2025.09		82	76	80	89
LSTM–AE2025.09		75	70	72	88
VAE2025.09		72	66	69	86
AE2025.09		70	63	66	85
Isolation Forest2025.09		61	75	67	82
PCA2025.09		58	71	64	79