Share your thoughts, 1 month free Claude Pro on usSee more

Electricity Load Peak Forecasting on ELC Informer-released

71.9Recall

PeakFocus

Updated 12d ago

Evaluation Results

Method	Links
PeakFocus 2026.05		71.9	77.7	74.7	0.969	0.758	37.2	2.6	0.443	0.482	0.567
PatchTST 2026.05		71	76.6	73.7	1.111	0.805	39.4	2.826	0.458	0.491	0.552
TimeMixer 2026.05		69.3	72.9	71.1	0.85	0.705	37.4	2.568	0.344	0.43	0.665
SegRNN 2026.05		60.6	65.1	62.8	0.811	0.691	41	2.845	0.393	0.465	0.616
Informer 2026.05		54.1	42.3	47.5	0.703	0.639	46.9	3.518	0.518	0.55	0.495
Seq2Peak 2026.05		47	50	48.5	0.709	0.636	46.5	3.456	0.361	0.441	0.647
CycleNet 2026.05		41.9	41.8	41.8	0.699	0.653	49.7	3.974	0.358	0.445	0.65
Transformer 2026.05		38.2	31.4	34.5	0.726	0.68	53.7	5.266	0.469	0.516	0.543
STID 2026.05		36.6	38.7	37.7	0.579	0.602	49.5	4.112	0.359	0.453	0.65
PeakFocus 2026.05		0.712	0.751	0.731	1.221	0.87	0.408	2.996	0.641	0.554	0.37
SegRNN 2026.05		0.708	0.741	0.724	0.793	0.686	0.346	2.358	0.409	0.489	0.598
PatchTST 2026.05		0.706	0.748	0.726	1.068	0.806	0.393	2.795	0.531	0.546	0.479
TimeMixer 2026.05		0.674	0.678	0.676	0.84	0.713	0.39	2.694	0.41	0.483	0.598
Transformer 2026.05		0.53	0.42	0.469	0.929	0.755	0.505	4.194	0.611	0.572	0.4
Seq2Peak 2026.05		0.5	0.532	0.516	0.794	0.671	0.463	3.412	0.403	0.468	0.604
STID 2026.05		0.457	0.48	0.468	0.652	0.638	0.463	3.467	0.387	0.481	0.62
CycleNet 2026.05		0.435	0.427	0.431	0.726	0.668	0.495	3.915	0.388	0.476	0.619
Informer 2026.05		0.334	0.244	0.282	0.727	0.607	0.549	5.322	0.992	0.778	0.026