Electricity Load Peak Forecasting on WLEL Real regional grid benchmark leaderboard · SOTA2 Research

Electricity Load Peak Forecasting on WLEL Real regional grid

74.8RecallPeakFocus

Evaluation Results

Method	Links
PeakFocus2026.05		74.8	77	75.9	0.317	0.415	24	1.712	0.262	0.382	79.7
PeakFocus2026.05		74.1	77	75.6	0.264	0.378	22.7	1.652	0.221	0.351	83.3
Transformer2026.05		71.4	72.8	72.1	0.402	0.459	28.3	1.919	0.347	0.43	73.1
Transformer2026.05		70.1	71.5	70.8	0.311	0.394	26.5	1.826	0.26	0.37	80.4
CycleNet2026.05		68.9	72.4	70.6	0.345	0.412	27.5	1.879	0.314	0.404	76.3
TimeMixer2026.05		67.1	68.5	67.8	0.443	0.482	31.5	2.101	0.387	0.456	70
SegRNN2026.05		66.9	71.4	69	0.353	0.428	28.5	1.932	0.304	0.403	77.1
TimeMixer2026.05		66.6	68	67.3	0.349	0.42	29.3	1.978	0.304	0.399	77.1
CycleNet2026.05		65.8	67.4	66.6	0.579	0.547	35.1	2.337	0.514	0.514	60.1
STID2026.05		65.6	69.7	67.6	0.346	0.42	29	1.961	0.312	0.407	76.5
SegRNN2026.05		64.8	69.6	67.1	0.532	0.545	33.8	2.253	0.519	0.537	59.7
STID2026.05		64.7	67.6	66.1	0.512	0.53	33.9	2.253	0.538	0.542	58.2
Informer2026.05		63.3	65.9	64.6	0.509	0.516	34.5	2.303	0.505	0.533	61.9
Informer2026.05		62.9	66.3	64.6	0.702	0.63	38.3	2.596	0.664	0.627	48.5
PatchTST2026.05		61.6	67.5	64.4	0.44	0.485	33.1	2.202	0.423	0.485	68.1
PatchTST2026.05		59.7	64.5	62	0.839	0.688	41.8	2.921	1.064	0.764	17.4
Seq2Peak2026.05		30.7	51.6	38.5	0.418	0.456	45.5	3.599	0.291	0.384	78.1
Seq2Peak2026.05		25.6	43.8	32.4	0.504	0.542	50.5	4.517	0.372	0.463	71.1