Config 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
Train size	0.35
Val size	0.05
Test size	0.6
Uni/Multi variate	Univariate
Metrics	n_bytes
Default value	0
Filler	None
Scaler	MinMaxScaler
Sliding window train	744
Sliding window prediction	1
Sliding window step	1
Set shared size	744
Train TS IDs	1
Test TS IDs	0

|:-----------------|:-----------------|:-----------------:|:-----------------:|:-----------------:|:-----------------:| | 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 |