Electricity Load Peak Forecasting on ELC Informer-released benchmark leaderboard · SOTA2 Research

Electricity Load Peak Forecasting on ELC Informer-released

71.9RecallPeakFocus

Evaluation Results

Method	Links
PeakFocus2026.05		71.9	77.7	74.7	0.969	0.758	37.2	2.6	0.443	0.482	0.567
PatchTST2026.05		71	76.6	73.7	1.111	0.805	39.4	2.826	0.458	0.491	0.552
TimeMixer2026.05		69.3	72.9	71.1	0.85	0.705	37.4	2.568	0.344	0.43	0.665
SegRNN2026.05		60.6	65.1	62.8	0.811	0.691	41	2.845	0.393	0.465	0.616
Informer2026.05		54.1	42.3	47.5	0.703	0.639	46.9	3.518	0.518	0.55	0.495
Seq2Peak2026.05		47	50	48.5	0.709	0.636	46.5	3.456	0.361	0.441	0.647
CycleNet2026.05		41.9	41.8	41.8	0.699	0.653	49.7	3.974	0.358	0.445	0.65
Transformer2026.05		38.2	31.4	34.5	0.726	0.68	53.7	5.266	0.469	0.516	0.543
STID2026.05		36.6	38.7	37.7	0.579	0.602	49.5	4.112	0.359	0.453	0.65
PeakFocus2026.05		0.712	0.751	0.731	1.221	0.87	0.408	2.996	0.641	0.554	0.37
SegRNN2026.05		0.708	0.741	0.724	0.793	0.686	0.346	2.358	0.409	0.489	0.598
PatchTST2026.05		0.706	0.748	0.726	1.068	0.806	0.393	2.795	0.531	0.546	0.479
TimeMixer2026.05		0.674	0.678	0.676	0.84	0.713	0.39	2.694	0.41	0.483	0.598
Transformer2026.05		0.53	0.42	0.469	0.929	0.755	0.505	4.194	0.611	0.572	0.4
Seq2Peak2026.05		0.5	0.532	0.516	0.794	0.671	0.463	3.412	0.403	0.468	0.604
STID2026.05		0.457	0.48	0.468	0.652	0.638	0.463	3.467	0.387	0.481	0.62
CycleNet2026.05		0.435	0.427	0.431	0.726	0.668	0.495	3.915	0.388	0.476	0.619
Informer2026.05		0.334	0.244	0.282	0.727	0.607	0.549	5.322	0.992	0.778	0.026