Table 3 Param and flops (1 forward pass) studies in FreFilterTST and CC.

From: FreFilterTST: a dynamic channel graph sparsification approach to multivariate time series anomaly detection with frequency-domain restoration

Datasets

Fretst (mine)

(CC)

Param

Flops(1 forward pass)

Param

Flops(1 forward pass)

Calit2

7238316

0.13 GFLOPs

8.37E+08

1.70 GFLOPs

MSL

5892490

1.89 GFLOPs

8.37E+08

46.78 GFLOPs

GECCO

2801958

0.12 GFLOPs

2.11E+08

1.94 GFLOPs

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