M4
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
M4 Yearly
0.091MASE
168
M4 Quarterly
0.062MASE
166
M4 Monthly
0.709MASE
150
M4 (Others)
3.789SMAPE
108
M4 Average
11.73SMAPE
80
M4
4.633SMAPE
74
M4 Weighted Average
11.618SMAPE
57
M4 Daily
1.096MAPE
48
M4
93AUROC
41
M4raw
35.71PSNR (dB)
37
M4 (test)
11.701SMAPE
35
M4
87.28TP @ 20%
32
M4 weighted average from all datasets (test)
11.829sMAPE
30
M4
96AUROC@1
25
M4 monthly
1.205sCRPS
22
M4
11.863SMAPE
18
M4 Weekly
0.354MASE
17
M4
97.7Compactness
16
M4
100Ratio
16
GluonTS M4-Hourly 5, 6 (test)
0.023CRPS
13
M4 Hourly
12Median MAE
13
M4 Hourly
312.98Mean RMSE
13
M4 Hourly
257.39Mean MAE
13
M4 Hourly
1.34MASE
13
M4 Hourly
17.25Median RMSE
13