Anomaly Detection on ARAMIS benchmark leaderboard · SOTA2 Research

Anomaly Detection on ARAMIS

95.2F1 ScoreLSTM-VAE

Evaluation Results

Method	Links
LSTM-VAE2026.05		95.2	95.2	95.2	93.7	0.485
LSTM-VAE2026.05		92.6	92.8	92.4	90.6	0.505
LSTM-VAE2026.05		91	91	91	88.5	0.515
TAnoDDPM2026.05		90.6	89.7	91.4	87.5	0.52
FedSW-TSAD2026.05		89	87.6	90.5	85.4	0.543
TAnoDDPM2026.05		88.5	88.9	88.1	85.9	0.54
TAnoDDPM2026.05		87.5	86.9	88.1	84.1	0.555
LSTM-VAE2026.05		87	87.1	86.9	84	0.55
TAnoWGAN2026.05		86.3	84.2	88.6	81.9	0.58
TAnoDDPM2026.05		85	85.4	84.6	81.9	0.585
TAnoDDPM2026.05		83.8	79.4	78.1	76	0.715
TAnoWGAN2026.05		83	82.2	83.8	79.2	0.61
TAnoWGAN2026.05		82	82	82	78.7	0.625
FedSW-TSAD2026.05		81.4	81.4	81.5	78.3	0.63
FedSW-TSAD2026.05		81.2	80.4	82	77.1	0.634
TAnoWGAN2026.05		78	77.8	78.2	74.8	0.68
LSTM-VAE2026.05		75.3	82.9	69	76.9	0.73
FedSW-TSAD2026.05		75.1	74.8	75.3	72	0.72
FedSW-TSAD2026.05		74.8	81.7	69	76.3	0.735
TAnoWGAN2026.05		70	69.5	70.5	67.8	0.81