M3
Benchmarks
TaskDatasetSOTA resultTrendResults
M3 Quarterly
0.07MASE
42
M3 Monthly
0.089MASE
42
M3 (test)
12.56SMAPE
28
M3 Quarterly
9.06SMAPE
18
M3 Monthly (Source holdout)
0.899Spearman's ρ
16
M3-20M
0.567BLEU
14
M3 yearly Chronos Benchmark II
0.124WQL
12
m3 Chronos Benchmark II (quarterly)
0.07WQL
12
m3 monthly Chronos Benchmark II
0.089WQL
12
M3 Yearly
0.124MASE
12
M3
12.44sMAPE
12
M3 Zero-shot
13.74Yearly sMAPE
10
M3 Others
4.81sMAPE
10
M3 Monthly
13.68sMAPE
10
M3 -> M4 (test)
13.024sMAPE
9
M3 (quarterly)
7.16sMAPE
7
M3 M-competition
0.034sCRPS
5
M3 Monthly M-competition
0.093sCRPS
5
M3 Quarterly
9.3SMAPE
3
M3 Yearly
15.8SMAPE
3
M3
10.01ASR
3