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Benchmarks
Long-horizon block forecasting on Electricity (7:1:2)
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0.281
MAE
STNP
0.25904
0.40727
0.5555
0.70373
May 10, 2026
MAE
MSE
Importance (%)
Updated 22d ago
Evaluation Results
Method
Method
Links
MAE
MSE
Importance (%)
STNP
Look-back window lengt...
2026.05
0.281
0.179
-
Autoformer
Look-back window lengt...
2026.05
0.317
0.201
-
ConvCNP
Look-back window lengt...
2026.05
0.36
0.287
-
ANP
Look-back window lengt...
2026.05
0.364
0.286
-
SConvCNP
Look-back window lengt...
2026.05
0.364
0.284
-
CANP
Look-back window lengt...
2026.05
0.366
0.285
-
BANP
Look-back window lengt...
2026.05
0.367
0.289
-
TETNP
Look-back window lengt...
2026.05
0.367
0.283
-
Informer
Look-back window lengt...
2026.05
0.368
0.274
-
BNP
Look-back window lengt...
2026.05
0.399
0.332
-
TNP
Look-back window lengt...
2026.05
0.83
1.012
-
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