Load forecasting on Second Competition Dataset (test) benchmark leaderboard · SOTA2 Research

Load forecasting on Second Competition Dataset (test)

131.74RMSEChronos

Evaluation Results

Method	Links
Chronos2024.11		131.74	102.29	1.38
AutoARIMA2024.11		203.4	148.61	1.97
Chronos2024.11		263.41	169.66	2.24
DeepAR2024.11		276.9	215.77	3.1
TFT2024.11		285.58	223.16	2.88
Chronos2024.11		303.96	193.61	2.55
PatchTST2024.11		314.18	260.3	3.54
AutoETS2024.11		347.92	243.36	3.2
DeepAR2024.11		381.77	294.7	4.19
PatchTST2024.11		388.6	235.76	2.97
PatchTST2024.11		400.25	265.2	3.41
Chronos2024.11		432.8	269.48	3.44
AutoETS2024.11		446.05	310.38	4.09
AutoETS2024.11		476.18	332.86	4.37
Chronos2024.11		555.86	351.98	4.45
TFT2024.11		564.79	431.09	5.87
TFT2024.11		565.79	410.04	5.34
PatchTST2024.11		608.69	395.58	4.91
AutoETS2024.11		627.07	440.61	5.62
DeepAR2024.11		636.45	519.58	7.35
PatchTST2024.11		667.78	476.46	5.96
SNM2024.11		681.47	469.13	5.98
SNM2024.11		681.47	469.13	5.98
SNM2024.11		681.47	469.13	5.98
SNM2024.11		681.47	469.13	5.98
AutoARIMA2024.11		704.53	403.43	5.17
AutoETS2024.11		724.66	517.6	6.63
SNM2024.11		787.44	560.53	7.2
TFT2024.11		803.25	595.2	7.79
TFT2024.11		838.89	635.77	8.19
AutoARIMA2024.11		859.92	546.92	6.96
AutoARIMA2024.11		959.8	630.68	8.08
NPTS2024.11		1,069.39	820.29	11.31
NPTS2024.11		1,070.63	822.11	11.32
NPTS2024.11		1,074.23	824.21	11.35
NPTS2024.11		1,078.32	827.05	11.39
AutoARIMA2024.11		1,080.14	515.79	6.59
NPTS2024.11		1,083.71	835.1	11.5
DeepAR2024.11		1,334.16	1,107.25	15.36
CSBA2024.11		1,604.79	1,437.36	19.47
CSBA2024.11		1,662.3	1,420.21	20.92
CSBA2024.11		1,698.99	1,447.67	21.3
CSBA2024.11		1,842.37	1,641.54	22.63
DeepAR2024.11		1,856.09	1,470.68	20.95
CSBA2024.11		1,947.9	1,800.43	25.24
TimeLLM2024.11		2,262.21	1,756.26	26.01
TimeLLM2024.11		2,270.25	1,887.29	27.55
TimeLLM2024.11		2,349.43	1,962.26	23.34
TimeLLM2024.11		3,218.9	2,581.81	38.27
TimeLLM2024.11		3,337.37	2,867.16	40.51