Forecasting on Time-MMD Overall Average benchmark leaderboard · SOTA2 Research

Forecasting on Time-MMD Overall Average

0.638Average ErrorTimesFM

Evaluation Results

Method	Links
TimesFM2025.06		0.638	0.703	0.601	0.604	0.645
TimesFM2025.06		0.652	0.716	0.646	0.608	0.64
Chronos (Bolt)2025.06		0.671	0.742	0.634	0.614	0.693
Chronos (Bolt)2025.06		0.682	0.737	0.674	0.637	0.681
MM-TSF2025.06		0.691	0.777	0.655	0.618	0.727
Chronos (Bolt)2025.06		0.738	0.794	0.721	0.647	0.791
Moirai2025.06		0.742	0.821	0.715	0.696	0.735
TTM2025.06		0.778	0.866	0.651	0.685	0.909
TabPFN-TS2025.06		0.801	0.837	0.819	0.787	0.762
TimesFM2025.06		0.804	0.869	0.776	0.732	0.841
Time-MOE2025.06		0.815	0.918	0.634	0.769	0.938
Time-LLM2025.06		0.818	0.847	0.766	0.723	0.935
Time-MOE2025.06		0.821	0.918	0.648	0.781	0.937
NBEATSx2025.06		0.84	0.884	0.717	0.782	0.98
TiDE(+CH)2025.06		0.889	0.952	0.856	0.813	0.932
PatchTST2025.06		0.894	1.009	0.778	0.793	0.996
TiDE2025.06		0.92	0.976	0.9	0.869	0.937
TFT(+CH)2025.06		0.934	0.928	1.035	0.885	0.886
TFT2025.06		0.971	0.958	1.042	0.992	0.891
ChatTime2025.06		1.213	0.647	2.227	1.361	0.618
DeepAR2025.06		1.27	1.219	0.998	1.605	1.26