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Benchmarks
Reconstruction on SleepEDF
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28.91
PRD
TimeMixer
28.162
33.211
38.26
43.309
Nov 27, 2025
PRD
SSD
MAD
Updated 1mo ago
Evaluation Results
Method
Method
Links
PRD
SSD
MAD
TimeMixer
Params=72.04M, FLOPs=5...
2025.11
28.91
293.73
1.67
Ours
Params=12.63M, FLOPs=6...
2025.11
29.59
621.26
1.91
PatchTST
Params=145.19M, FLOPs=...
2025.11
32.5
352.81
1.68
DeScoD-ECG
Params=12.10M, FLOPs=6...
2025.11
34.47
627.31
1.97
SSS4Imputer
Params=24.41M, FLOPs=2...
2025.11
37.04
641.46
2.05
TimesNet
Params=4.69M, FLOPs=76...
2025.11
39.62
479.99
2.27
Diffwave
Params=24.33M, FLOPs=2...
2025.11
41.58
693.33
2.51
iTransformer
Params=1.95M, FLOPs=0....
2025.11
47.61
689.01
1.97
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