Univariate Forecasting on Italian Dataset Iliad (Operator-wise) benchmark leaderboard · SOTA2 Research

Univariate Forecasting on Italian Dataset Iliad (Operator-wise)

0.0043CRPSEMFusion

Evaluation Results

Method	Links
EMFusion2025.12		0.0043	0.0997	0.1781	11.0273	52.25
WGAN2025.12		0.0055	0.1419	0.178	15.6357	60.28
NF2025.12		0.0057	0.1505	0.1899	16.3322	69.26
IQLSTM2025.12		0.006	0.1484	0.2158	16.5989	64.66
EMForecaster2025.12		0.0061	0.1419	0.2031	16.0613	44.94
VAE2025.12		0.0063	0.163	0.204	17.8781	58.19
DDPM2025.12		0.0067	0.1741	0.2173	19.2858	90.22
LSTM-Dropout2025.12		0.0072	0.1687	0.2004	20.5388	31.19
TimeGrad2025.12		0.0084	0.2997	1.0983	29.7099	—
EMFusion2025.12		0.0169	0.1304	0.1772	14.2795	50.4
TimeGrad2025.12		0.0201	0.1785	1.02	15.6345	—
IQLSTM2025.12		0.0208	0.1742	0.2088	22.0082	69.61
NF2025.12		0.0224	0.1901	0.2271	22.0056	69.36
WGAN2025.12		0.0237	0.1856	0.2216	21.6153	50.18
EMForecaster2025.12		0.0243	0.1706	0.2019	21.5334	34.5
VAE2025.12		0.0255	0.204	0.2424	24.0345	54.86
DDPM2025.12		0.0281	0.2266	0.2752	24.7179	75.38
LSTM-Dropout2025.12		0.0311	0.2298	0.2626	32.2884	33.07
TimeGrad2025.12		0.0329	0.3405	0.8942	89.2536	—
TimeGrad2025.12		0.0552	0.179	0.5465	26.7691	—