Time Series Forecasting on Lorenz96-3d benchmark leaderboard · SOTA2 Research

Time Series Forecasting on Lorenz96-3d

0.835MSEAttraos

Evaluation Results

Method	Links
Attraos2024.02		0.835	0.662
Attraos2024.02		0.837	0.681
Attraos2024.02		0.844	0.684
Attraos2024.02		0.847	0.692
Attraos2024.02		0.872	0.739
Mamba4TS2024.02		0.881	0.75
InvTrm2024.02		0.881	0.752
InvTrm2024.02		0.891	0.736
S-Mamba2024.02		0.892	0.721
Mamba4TS2024.02		0.893	0.737
Koopa2024.02		0.894	0.722
Koopa2024.02		0.894	0.744
DLinear2024.02		0.899	0.714
Mamba4TS2024.02		0.903	0.762
S-Mamba2024.02		0.91	0.748
Mamba4TS2024.02		0.91	0.753
InvTrm2024.02		0.914	0.753
RWKV-TS2024.02		0.917	0.761
InvTrm2024.02		0.919	0.761
DLinear2024.02		0.922	0.787
RWKV-TS2024.02		0.925	0.744
Mamba4TS2024.02		0.927	0.806
DLinear2024.02		0.929	0.756
DLinear2024.02		0.93	0.771
S-Mamba2024.02		0.935	0.764
S-Mamba2024.02		0.943	0.772
PatchTST2024.02		0.944	0.811
Koopa2024.02		0.957	0.803
PatchTST2024.02		0.963	0.786
RWKV-TS2024.02		0.968	0.788
DLinear2024.02		0.971	0.828
Koopa2024.02		0.982	0.823
RWKV-TS2024.02		0.986	0.808
InvTrm2024.02		0.989	0.801
S-Mamba2024.02		0.996	0.814
PatchTST2024.02		0.997	0.841
PatchTST2024.02		1.008	0.848
Koopa2024.02		1.058	0.921
PatchTST2024.02		1.129	0.955
RWKV-TS2024.02		1.135	0.94