Forecasting on cockatoo benchmark leaderboard · SOTA2 Research

Forecasting on cockatoo

0.827MAETFT

Evaluation Results

Method	Links
TFT2025.06		0.827	0.8	0.683	0.799
TimesFM2025.06		0.852	0.782	0.729	0.859
DeepAR2025.06		0.865	0.853	0.732	0.814
PatchTST2025.06		0.869	0.836	0.741	0.835
Chronos (Bolt)2025.06		0.871	0.795	0.774	0.881
Chronos (Bolt)2025.06		0.874	0.82	0.746	0.848
TimesFM2025.06		0.875	0.803	0.769	0.825
Moirai2025.06		0.876	0.831	0.761	0.827
Chronos (Bolt)2025.06		0.876	0.803	0.755	0.857
TimesFM2025.06		0.886	0.812	0.784	0.87
ChronosX2025.06		0.913	0.864	0.826	0.924
TTM2025.06		0.926	0.815	0.822	1.116
TiDE2025.06		0.941	0.861	0.85	0.915
Time-MoE2025.06		0.957	0.874	0.879	1.072
TabPFN-TS2025.06		0.971	0.936	0.931	0.917
NBEATSx2025.06		0.972	0.906	1.002	0.993
Time-MoE2025.06		0.972	0.891	0.905	1.093
Chronos (Bolt)2025.06		0.977	0.863	0.927	1.045
TimesFM2025.06		1.399	1.364	1.44	1.409
TimeXer2025.06		1.738	1.498	2.835	1.666