Building IoT forecasting on BTS-C (test) benchmark leaderboard · SOTA2 Research

Building IoT forecasting on BTS-C (test)

0.319nMAEPatchTST

Evaluation Results

Method	Links
PatchTST2026.07		0.319	0.611
TopoBrick2026.07		0.319	0.664
iTrans.2026.07		0.323	0.582
Chronos-22026.07		0.326	0.669
DLinear2026.07		0.343	0.612
FITS2026.07		0.352	0.62
TimesFM2.02026.07		0.359	0.648
Moirai2.02026.07		0.385	0.746
Persistence2026.07		0.396	0.918
iTrans.2026.07		0.422	0.859
PatchTST2026.07		0.426	0.871
Chronos-22026.07		0.427	0.965
TopoBrick2026.07		0.427	0.961
DLinear2026.07		0.43	0.855
FITS2026.07		0.437	0.868
Chronos-22026.07		0.47	0.709
PatchTST2026.07		0.473	0.635
iTrans.2026.07		0.476	0.661
TopoBrick2026.07		0.476	0.72
FITS2026.07		0.479	0.629
DLinear2026.07		0.479	0.641
Chronos-22026.07		0.495	0.752
FITS2026.07		0.499	0.674
TopoBrick2026.07		0.502	0.779
iTrans.2026.07		0.503	0.69
PatchTST2026.07		0.504	0.7
DLinear2026.07		0.504	0.7
TimesFM2.02026.07		0.508	1.17
Moirai2.02026.07		0.544	1.33
TimesFM2.02026.07		0.584	1.036
TimesFM2.02026.07		0.615	1.135
Moirai2.02026.07		0.622	1.157
Persistence2026.07		0.624	1.908
SNaive2026.07		0.646	2.546
Moirai2.02026.07		0.648	1.201
SNaive2026.07		0.679	3.314
Persistence2026.07		0.708	1.471
Persistence2026.07		0.719	1.639
SNaive2026.07		0.744	5.254
SNaive2026.07		0.861	7.112