Time-series forecasting on M5 items benchmark leaderboard · SOTA2 Research

Time-series forecasting on M5 items

0.667sCRPSSQF

Evaluation Results

Method	Links
SQF2026.05		0.667	—	0.121	—
SQF-stabilized-P-lo2026.05		0.668	0.001	0.09	-0.256
SQF-stabilized-F-lo2026.05		0.668	0.001	0.089	-0.264
StableSQF2026.05		0.67	0.004	0.09	-0.256
StableSQF2026.05		0.67	0.005	0.048	-0.604
SQF-stabilized-P-med2026.05		0.67	0.004	0.073	-0.397
SQF-stabilized-F-med2026.05		0.671	0.006	0.061	-0.496
SQF-stabilized-P-hi2026.05		0.672	0.007	0.08	-0.339
StableSQF2026.05		0.674	0.01	0.042	-0.65
SQF-stabilized-P-max2026.05		0.675	0.012	0.103	-0.149
SQF-stabilized-F-hi2026.05		0.677	0.015	0.034	-0.719
StableSQF2026.05		0.684	0.025	0.026	-0.783
SQF-stabilized-F-max2026.05		0.696	0.043	0	-1
StableSQF2026.05		0.7	0.05	0.017	-0.86
ETS-G2026.05		0.7	0.049	0.151	0.248
ETS-B2026.05		0.7	0.049	0.159	0.314
StableSQF2026.05		0.734	0.1	0.01	-0.915
StableSQF2026.05		0.761	0.141	0.007	-0.942
mean-G2026.05		0.794	0.19	0.004	-0.967
mean-B2026.05		0.81	0.214	0.032	-0.736
snaive-G2026.05		0.887	0.33	0.174	0.438
snaive-B2026.05		0.888	0.331	0.21	0.736