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Time-Series Anomaly Detection on MSL (test)

22.13F1-@K

DLinear

Updated 3d ago

Evaluation Results

Method	Links
DLinear 2026.02		22.13	21.69	21.42
LSTM-P 2026.02		20.26	19.82	19.73
PatchTST 2026.02		20.14	19.96	19.87
BRM 2026.02		20.01	12.01	14.02
GTA 2026.02		19.13	19.1	19.08
TCN-S2S-P 2026.02		19.08	19.08	19.07
LSTM-P 2026.02		19.06	19.06	19.05
TCN-S2S-P 2026.02		19.06	19.06	19.05
GTA 2026.02		19.06	19.06	19.05
DLinear 2026.02		19.06	19.06	19.05
PatchTST 2026.02		19.06	19.06	19.05
LSTM-P 2026.02		19.06	19.06	19.05
DeepAnT 2026.02		19.06	19.06	19.05
TCN-S2S-P 2026.02		19.06	19.06	19.05
GTA 2026.02		19.06	19.06	19.05
DLinear 2026.02		19.06	19.06	19.05
PatchTST 2026.02		19.06	19.06	19.05
DeepAnT 2026.02		19.06	19.06	19.05
BRM 2026.02		18.01	17.5	14.01
BRM 2026.02		16.02	23.03	14.02
FFM 2026.02		12.28	24.03	10.26
FFM 2026.02		11.71	31.69	10.92
FFM 2026.02		4.71	22.5	4.11
DeepAnT 2026.02		4.51	21.79	4.04