Time Series Forecasting on Air-convection
0.437MSEAttraos
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AttraosPrediction Horizon=962024.02 | 0.437 | 0.303 | |
| Mamba4TSPrediction Horizon=96, Configuration=Time Emb.2024.02 | 0.441 | 0.325 | |
| InvTrmPrediction Horizon=962024.02 | 0.443 | 0.307 | |
| KoopaPrediction Horizon=962024.02 | 0.447 | 0.308 | |
| S-MambaPrediction Horizon=962024.02 | 0.451 | 0.314 | |
| InvTrmPrediction Horizon=1922024.02 | 0.451 | 0.329 | |
| AttraosPrediction Horizon=AVG2024.02 | 0.454 | 0.328 | |
| AttraosPrediction Horizon=1922024.02 | 0.455 | 0.321 | |
| AttraosPrediction Horizon=3362024.02 | 0.456 | 0.334 | |
| Mamba4TSPrediction Horizon=AVG, Configuration=Time Emb.2024.02 | 0.459 | 0.341 | |
| Mamba4TSPrediction Horizon=192, Configuration=Time Emb.2024.02 | 0.46 | 0.338 | |
| KoopaPrediction Horizon=3362024.02 | 0.461 | 0.339 | |
| Mamba4TSPrediction Horizon=336, Configuration=Time Emb.2024.02 | 0.461 | 0.341 | |
| InvTrmPrediction Horizon=AVG2024.02 | 0.463 | 0.337 | |
| KoopaPrediction Horizon=AVG2024.02 | 0.464 | 0.336 | |
| DLinearPrediction Horizon=962024.02 | 0.465 | 0.331 | |
| AttraosPrediction Horizon=7202024.02 | 0.466 | 0.355 | |
| KoopaPrediction Horizon=1922024.02 | 0.467 | 0.328 | |
| RWKV-TSPrediction Horizon=962024.02 | 0.468 | 0.329 | |
| S-MambaPrediction Horizon=3362024.02 | 0.468 | 0.342 | |
| InvTrmPrediction Horizon=3362024.02 | 0.468 | 0.342 | |
| PatchTSTPrediction Horizon=962024.02 | 0.47 | 0.337 | |
| S-MambaPrediction Horizon=AVG2024.02 | 0.471 | 0.342 | |
| S-MambaPrediction Horizon=1922024.02 | 0.472 | 0.331 | |
| Mamba4TSPrediction Horizon=720, Configuration=Time Emb.2024.02 | 0.474 | 0.359 | |
| DLinearPrediction Horizon=1922024.02 | 0.477 | 0.341 | |
| RWKV-TSPrediction Horizon=1922024.02 | 0.481 | 0.34 | |
| KoopaPrediction Horizon=7202024.02 | 0.482 | 0.367 | |
| DLinearPrediction Horizon=AVG2024.02 | 0.483 | 0.354 | |
| DLinearPrediction Horizon=3362024.02 | 0.484 | 0.353 | |
| RWKV-TSPrediction Horizon=AVG2024.02 | 0.484 | 0.352 | |
| PatchTSTPrediction Horizon=1922024.02 | 0.485 | 0.349 | |
| RWKV-TSPrediction Horizon=3362024.02 | 0.485 | 0.351 | |
| InvTrmPrediction Horizon=7202024.02 | 0.488 | 0.369 | |
| S-MambaPrediction Horizon=7202024.02 | 0.492 | 0.379 | |
| PatchTSTPrediction Horizon=AVG2024.02 | 0.493 | 0.363 | |
| PatchTSTPrediction Horizon=3362024.02 | 0.499 | 0.363 | |
| RWKV-TSPrediction Horizon=7202024.02 | 0.501 | 0.386 | |
| DLinearPrediction Horizon=7202024.02 | 0.504 | 0.392 | |
| PatchTSTPrediction Horizon=7202024.02 | 0.516 | 0.401 |