Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Indoor Temperature Forecasting on Smart Home Energy Forecasting Dataset (leave-one-split-out)
Loading...
1.04
NRMSE (State)
TimeXer-R
0.84196
2.17873
3.5155
4.85227
Jun 1, 2026
NRMSE (State)
CRPS (State)
NRMSE (CZ)
CRPS (CZ)
NRMSE (Wall)
CRPS (Wall)
NRMSE (Heating)
CRPS (Heating)
Updated 1mo ago
Evaluation Results
Method
Method
Links
NRMSE (State)
CRPS (State)
NRMSE (CZ)
CRPS (CZ)
NRMSE (Wall)
CRPS (Wall)
NRMSE (Heating)
CRPS (Heating)
TimeXer-R
Evaluation Protocol=Ze...
2026.06
1.04
0.263
1.102
0.291
1.021
0.271
1.098
0.296
TSMixer-R
Evaluation Protocol=Ze...
2026.06
1.292
0.38
1.348
0.412
1.246
0.379
1.341
0.411
Transformer-R
Evaluation Protocol=Ze...
2026.06
5.535
2.156
5.317
2.04
5.524
2.142
4.642
1.872
LSTM-R
Evaluation Protocol=Ze...
2026.06
5.991
2.41
6.108
2.446
6.301
2.537
7.009
2.896
Feedback
Search any
task
Search any
task