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Benchmarks
Time-series Modeling on ETTM1 (MAE components)
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2.02
MUFL MAE
TQS-PTQ
-67.3776
401.0562
869.49
1,337.9238
Jun 11, 2026
MUFL MAE
LUFL MAE
HUFL MAE
MULL MAE
LULL MAE
HULL MAE
OT MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MUFL MAE
LUFL MAE
HUFL MAE
MULL MAE
LULL MAE
HULL MAE
OT MAE
TQS-PTQ
Quantization Method=TQ...
2026.06
2.02
0.59
2.31
0.7
0.2
0.87
4.77
FP32
Precision=FP32
2026.06
3.35
0.54
3.8
1.03
0.18
1.12
1.45
GPTQ
Quantization Method=GP...
2026.06
15.79
3.41
7.74
1.56
0.38
1.84
11.01
RTN
Quantization Method=RT...
2026.06
16.5
2.98
28.48
1.93
1.81
2.33
5.56
QEP
Quantization Method=QE...
2026.06
16.65
2.29
12.19
4.59
0.83
1.32
3.46
GPTAQ
Quantization Method=GP...
2026.06
1,736.96
2.48
119.72
6.48
8.51
87.63
159.4
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