Benchmark 2439d12c2292

Parameter	Value
Benchmark hash	2439d12c2292
Original paper	https://doi.org/10.48550/arXiv.2503.17410
Dataset	CESNET-TimeSeries24
Aggregation	AGG_1_HOUR
Source	INSTITUTIONS
Type	Time-Based
Train size	0.35
Val size	0.05
Test size	0.6
Uni/Multi variate	Univariate
Metrics	n_bytes
Default value	0
Filler	None
Transformer	MinMaxScaler
Anomaly handler	None
Sliding window train	24
Sliding window prediction	1
Sliding window step	1
Set shared size	24
TS IDs	1

Related work	Model	Average RMSE	Std RMSE	Average R2-score	Std R2-score
https://arxiv.org/abs/2503.17410	GRU	0.104	0.53	0.08	0.8
https://arxiv.org/abs/2503.17410	GRU_FCN	0.102	0.55	0.15	1.0
https://arxiv.org/abs/2503.17410	INCEPTIONTIME	0.112	0.55	-0.77	2.5
https://arxiv.org/abs/2503.17410	LSTM	0.105	0.54	0.09	0.8
https://arxiv.org/abs/2503.17410	LSTM_FCN	0.102	0.54	0.19	0.7
https://arxiv.org/abs/2503.17410	MEAN	0.146	0.75	0.09	0.1
https://arxiv.org/abs/2503.17410	RCLSTM	0.14	0.8	0.2	0.9
https://arxiv.org/abs/2503.17410	RESNET	0.106	0.55	0.06	1.1