Forecasting on Retail benchmark leaderboard · SOTA2 Research

Forecasting on Retail

0.706MAETimesFM

Evaluation Results

Method	Links
TimesFM2025.06		0.706	0.681	0.75	0.474
Chronos (Bolt)2025.06		0.708	0.67	0.788	0.49
TimesFM2025.06		0.709	0.648	0.776	0.485
Chronos (Bolt)2025.06		0.712	0.684	0.769	0.487
Chronos (Bolt)2025.06		0.712	0.655	0.769	0.489
TabPFN-TS2025.06		0.729	0.702	0.752	0.49
Chronos (Bolt)2025.06		0.729	0.638	0.804	0.493
PatchTST2025.06		0.732	0.69	0.835	0.499
TimesFM2025.06		0.755	0.805	0.775	0.514
DeepAR2025.06		0.757	0.785	0.769	0.51
TFT2025.06		0.762	0.676	0.775	0.528
ChronosX2025.06		0.764	0.755	0.904	0.519
TimesFM2025.06		0.767	0.783	0.792	0.516
NBEATSx2025.06		0.779	0.751	0.779	0.55
TTM2025.06		0.788	0.869	0.768	0.61
TimeXer2025.06		0.809	0.788	0.865	0.56
Moirai2025.06		0.816	0.85	0.826	0.549
TiDE2025.06		0.862	0.907	0.883	0.574
Time-MoE2025.06		0.885	0.978	0.852	0.707
Time-MoE2025.06		1.135	1.162	3.941	0.918