Benchmark 5a7471b2c70b

Parameter	Value
Benchmark hash	5a7471b2c70b
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	744
Sliding window prediction	1
Sliding window step	1
Set shared size	744
TS IDs	1

Related work	Model	Average RMSE	Std RMSE	Average R2-score	Std R2-score
https://arxiv.org/abs/2503.17410	GRU	0.106	0.53	0.06	0.7
https://arxiv.org/abs/2503.17410	GRU_FCN	0.111	0.55	-0.05	1.0
https://arxiv.org/abs/2503.17410	INCEPTIONTIME	0.136	0.55	-1.59	2.8
https://arxiv.org/abs/2503.17410	LSTM	0.106	0.53	0.07	0.8
https://arxiv.org/abs/2503.17410	LSTM_FCN	0.11	0.53	-0.09	1.2
https://arxiv.org/abs/2503.17410	MEAN	0.151	0.75	0.01	0.1
https://arxiv.org/abs/2503.17410	RCLSTM	0.112	0.58	0.23	0.7
https://arxiv.org/abs/2503.17410	RESNET	0.146	0.56	-0.92	2.4