Time-series Forecasting on Motor industrial sensor suite (test)
0.118MAEAdvSynGNN
Evaluation Results
| Method | Links | |
|---|---|---|
| AdvSynGNNLength=642026.02 | 0.118 | |
| AdvSynGNNLength=2562026.02 | 0.122 | |
| AdvSynGNNLength=1282026.02 | 0.124 | |
| GAT-GANLength=642026.02 | 0.127 | |
| GAT-GANLength=2562026.02 | 0.133 | |
| GAT-GANLength=1282026.02 | 0.135 | |
| GMMNLength=642026.02 | 0.14 | |
| RCGANLength=642026.02 | 0.147 | |
| AdvSynGNNLength=162026.02 | 0.148 | |
| TimeGANLength=642026.02 | 0.157 | |
| GAT-GANLength=162026.02 | 0.161 | |
| GMMNLength=162026.02 | 0.339 | |
| RCGANLength=162026.02 | 0.347 | |
| TimeGANLength=162026.02 | 0.354 | |
| SigCWGANLength=162026.02 | 0.385 | |
| GMMNLength=2562026.02 | 0.473 | |
| TimeGANLength=2562026.02 | 0.492 | |
| RCGANLength=2562026.02 | 0.493 | |
| SigCWGANLength=642026.02 | 0.497 | |
| RCGANLength=1282026.02 | 0.51 | |
| GMMNLength=1282026.02 | 0.536 | |
| TimeGANLength=1282026.02 | 0.686 | |
| SigCWGANLength=2562026.02 | 0.712 | |
| SigCWGANLength=1282026.02 | 0.741 |