Forecasting on EPF benchmark leaderboard · SOTA2 Research

Forecasting on EPF

0.44MAEChronos (Bolt)

Evaluation Results

Method	Links
Chronos (Bolt)2025.06		0.44	0.645	0.356	0.293
Chronos (Bolt)2025.06		0.442	0.597	0.357	0.295
TimesFM2025.06		0.452	0.643	0.364	0.302
TimesFM2025.06		0.459	0.657	0.378	0.3
Chronos (Bolt)2025.06		0.461	0.725	0.365	0.307
TimesFM2025.06		0.468	0.589	0.376	0.311
Chronos (Bolt)2025.06		0.469	0.654	0.368	0.309
TimesFM2025.06		0.487	0.655	0.397	0.32
ChronosX2025.06		0.499	0.705	0.771	0.335
NBEATSx2025.06		0.514	0.688	0.407	0.346
PatchTST2025.06		0.526	0.74	0.413	0.345
TabPFN-TS2025.06		0.541	0.808	0.412	0.352
TTM2025.06		0.546	0.779	0.416	0.415
TFT2025.06		0.574	0.75	0.466	0.377
TiDE2025.06		0.622	0.797	0.476	0.412
Moirai2025.06		0.626	0.772	0.482	0.418
TimeXer2025.06		0.663	0.897	0.507	0.439
Time-MoE2025.06		0.826	1.007	0.623	0.594
Time-MoE2025.06		0.826	1.031	0.613	0.596
DeepAR2025.06		0.875	0.534	0.554	0.589