Time Series Forecasting on Air-convection benchmark leaderboard · SOTA2 Research

Time Series Forecasting on Air-convection

0.437MSEAttraos

Evaluation Results

Method	Links
Attraos2024.02		0.437	0.303
Mamba4TS2024.02		0.441	0.325
InvTrm2024.02		0.443	0.307
Koopa2024.02		0.447	0.308
S-Mamba2024.02		0.451	0.314
InvTrm2024.02		0.451	0.329
Attraos2024.02		0.454	0.328
Attraos2024.02		0.455	0.321
Attraos2024.02		0.456	0.334
Mamba4TS2024.02		0.459	0.341
Mamba4TS2024.02		0.46	0.338
Koopa2024.02		0.461	0.339
Mamba4TS2024.02		0.461	0.341
InvTrm2024.02		0.463	0.337
Koopa2024.02		0.464	0.336
DLinear2024.02		0.465	0.331
Attraos2024.02		0.466	0.355
Koopa2024.02		0.467	0.328
RWKV-TS2024.02		0.468	0.329
S-Mamba2024.02		0.468	0.342
InvTrm2024.02		0.468	0.342
PatchTST2024.02		0.47	0.337
S-Mamba2024.02		0.471	0.342
S-Mamba2024.02		0.472	0.331
Mamba4TS2024.02		0.474	0.359
DLinear2024.02		0.477	0.341
RWKV-TS2024.02		0.481	0.34
Koopa2024.02		0.482	0.367
DLinear2024.02		0.483	0.354
DLinear2024.02		0.484	0.353
RWKV-TS2024.02		0.484	0.352
PatchTST2024.02		0.485	0.349
RWKV-TS2024.02		0.485	0.351
InvTrm2024.02		0.488	0.369
S-Mamba2024.02		0.492	0.379
PatchTST2024.02		0.493	0.363
PatchTST2024.02		0.499	0.363
RWKV-TS2024.02		0.501	0.386
DLinear2024.02		0.504	0.392
PatchTST2024.02		0.516	0.401