M5
Benchmarks
TaskDatasetSOTA resultTrendResults
M5
0.069MSE
49
M5 Retail
1.1sMAPE
22
M5 items
0.667sCRPS
22
M5
0.69MAE
20
M5
0.023SMAPE
20
M5 Forecasting
0.92Mean NDCG
16
m5 Chronos Benchmark II
0.557WQL
12
m5
0.557MASE
12
M5 (test)
0.64WRMSSE
12
M5 interval 6 (test)
0.046R0.5 Loss
12
M5 Household H=4 (test)
0.914MAE
11
M5 (val)
0.568WRMSSE
9
M5
22.6WAPE
8
M5 5,000 series sampled
1.177MAE
8
M5 HCM to LCM 400x 1.0 (test)
33.8mAP
8
M5 HCM to LCM 1000x 1.0 (test)
37.5mAP
8
M5 CA_FOODS_1 (test)
2.207RMSE
7
M5 hard-visible (test)
88.1Tail Coverage
6
M5 easy-visible (test)
86.8Tail Coverage
6
M5
91.2Average Coverage
6
M5 Competition Store Level
0.651M5 Daily Base RMSSE
5
M5 private (test)
0.611WRMSSE
4