Time Series Forecasting Uncertainty Quantification on GIFT-Eval Bench22 benchmark leaderboard · SOTA2 Research

Time Series Forecasting Uncertainty Quantification on GIFT-Eval Bench22

1.56nWinkKOWCPI

Evaluation Results

Method	Links
KOWCPI2026.05		1.56	0.39	61
ResCP2026.05		1.53	0.46	61
KOWCPI2026.05		1.37	0.29	58
ResCP2026.05		1.34	0.33	60
HopCPT2026.05		1.34	0.52	74
ResCP2026.05		1.31	0.35	66
KOWCPI2026.05		1.31	0.33	63
Uniform2026.05		1.29	0.56	77
ResCP2026.05		1.25	0.35	67
ACI2026.05		1.24	0.61	80
HopCPT2026.05		1.15	0.47	75
HopCPT2026.05		1.13	0.46	75
Uniform2026.05		1.13	0.48	77
RareCP2026.05		1.13	0.45	72
KOWCPI2026.05		1.11	0.44	66
RareCP2026.05		1.1	0.51	73
Uniform2026.05		1.09	0.48	77
ACI2026.05		1.09	0.52	79
Uniform2026.05		1.08	0.46	77
ACI2026.05		1.06	0.53	80
HopCPT2026.05		1.06	0.41	75
ACI2026.05		1.04	0.51	79
RareCP2026.05		1.01	0.48	75
RareCP2026.05		1	0.47	75
Toto2026.05		0.91	0.5	75
TimesFM-2.52026.05		0.88	0.5	83
TabPFN-TS2026.05		0.86	0.48	76
TiRex2026.05		0.83	0.5	80
Chronos-22026.05		0.83	0.48	76
Moirai-22026.05		0.78	0.46	78