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Benchmarks
Long-horizon block forecasting on ETTh1 (6:2:2)
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0.459
MAE
Autoformer
0.43312
0.60781
0.7825
0.95719
May 10, 2026
MAE
MSE
Improvement (%)
Updated 22d ago
Evaluation Results
Method
Method
Links
MAE
MSE
Improvement (%)
Autoformer
Look-back window lengt...
2026.05
0.459
0.449
-
STNP
Look-back window lengt...
2026.05
0.487
0.539
-
TETNP
Look-back window lengt...
2026.05
0.639
0.723
-
Informer
Look-back window lengt...
2026.05
0.713
0.865
-
BANP
Look-back window lengt...
2026.05
0.757
1.002
-
BNP
Look-back window lengt...
2026.05
0.794
1.067
-
CANP
Look-back window lengt...
2026.05
0.798
1.106
-
ANP
Look-back window lengt...
2026.05
0.82
1.182
-
SConvCNP
Look-back window lengt...
2026.05
0.827
1.105
-
ConvCNP
Look-back window lengt...
2026.05
0.837
1.139
-
TNP
Look-back window lengt...
2026.05
1.106
0.8
-
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