Building IoT forecasting on LBNL59 (test) benchmark leaderboard · SOTA2 Research

Building IoT forecasting on LBNL59 (test)

0.475nMAETopoBrick

Evaluation Results

Method	Links
TopoBrick2026.07		0.475	0.976
PatchTST2026.07		0.478	1.119
iTrans.2026.07		0.481	1.188
DLinear2026.07		0.495	1.241
FITS2026.07		0.505	1.288
Chronos-22026.07		0.519	1.351
TimesFM2.02026.07		0.546	1.543
Moirai2.02026.07		0.578	1.551
PatchTST2026.07		0.626	1.826
DLinear2026.07		0.636	1.93
iTrans.2026.07		0.639	1.909
TopoBrick2026.07		0.64	1.691
FITS2026.07		0.646	1.983
Persistence2026.07		0.653	2.016
Chronos-22026.07		0.688	2.22
PatchTST2026.07		0.714	2.253
iTrans.2026.07		0.716	2.287
DLinear2026.07		0.716	2.328
FITS2026.07		0.722	2.348
TopoBrick2026.07		0.725	2.064
TimesFM2.02026.07		0.749	2.595
DLinear2026.07		0.753	2.423
PatchTST2026.07		0.757	2.403
iTrans.2026.07		0.757	2.429
Chronos-22026.07		0.759	2.565
TopoBrick2026.07		0.768	2.228
FITS2026.07		0.775	2.515
Chronos-22026.07		0.793	2.619
Moirai2.02026.07		0.795	2.487
TimesFM2.02026.07		0.865	3.277
Moirai2.02026.07		0.901	2.967
TimesFM2.02026.07		0.917	3.406
Moirai2.02026.07		0.953	3.164
Persistence2026.07		0.961	3.907
SNaive2026.07		1.033	11.713
Persistence2026.07		1.075	4.32
SNaive2026.07		1.091	15.369
Persistence2026.07		1.108	4.846
SNaive2026.07		1.177	21.891
SNaive2026.07		1.393	37.871