Multiple parameters estimation on fOU length 500 (test)
0.416Average RMSESigMA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SigMA#Params=873412025.12 | 0.416 | 1.36 | 0.399 | 0.207 | |
| Transformer#Params=25580052025.12 | 0.436 | 3.83 | 0.408 | 0.208 | |
| CNN#Params=5012202025.12 | 0.489 | 1.388 | 0.506 | 0.275 | |
| LSTM#Params=83832992025.12 | 0.594 | 2.369 | 0.598 | 0.278 | |
| DeepSigNet#Params=93602025.12 | 0.855 | 21.757 | 0.545 | 0.298 |