Multivariate Time Series Forecasting on COVID-19 (test)
0.071MAEFourierGNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FourierGNNPrediction Length=32023.11 | 0.071 | 0.103 | 61.02 | |
| GraphWaveNetPrediction Length=32023.11 | 0.092 | 0.129 | 53 | |
| FourierGNNPrediction Length=62023.11 | 0.093 | 0.131 | 65.72 | |
| FourierGNNPrediction Length=92023.11 | 0.109 | 0.148 | 69.59 | |
| CoSTPrediction Length=32023.11 | 0.122 | 0.246 | 68.74 | |
| FourierGNNPrediction Length=122023.11 | 0.123 | 0.168 | 71.52 | |
| AGCRNPrediction Length=32023.11 | 0.13 | 0.172 | 76.73 | |
| GraphWaveNetPrediction Length=62023.11 | 0.133 | 0.179 | 65.11 | |
| TAMP-S2GCNetsPrediction Length=32023.11 | 0.14 | 0.19 | 50.01 | |
| TAMP-S2GCNetsPrediction Length=62023.11 | 0.15 | 0.2 | 55.72 | |
| CoSTPrediction Length=62023.11 | 0.157 | 0.318 | 72.84 | |
| TAMP-S2GCNetsPrediction Length=92023.11 | 0.17 | 0.23 | 71.78 | |
| GraphWaveNetPrediction Length=92023.11 | 0.171 | 0.225 | 80.91 | |
| AGCRNPrediction Length=62023.11 | 0.171 | 0.218 | 79.07 | |
| TAMP-S2GCNetsPrediction Length=122023.11 | 0.18 | 0.23 | 65.76 | |
| CoSTPrediction Length=92023.11 | 0.183 | 0.364 | 77.04 | |
| GraphWaveNetPrediction Length=122023.11 | 0.201 | 0.255 | 100.83 | |
| CoSTPrediction Length=122023.11 | 0.202 | 0.377 | 80.81 | |
| AGCRNPrediction Length=92023.11 | 0.224 | 0.277 | 82.9 | |
| StemGNNPrediction Length=32023.11 | 0.247 | 0.318 | 99.98 | |
| AGCRNPrediction Length=122023.11 | 0.254 | 0.309 | 83.37 | |
| MTGNNPrediction Length=32023.11 | 0.276 | 0.379 | 91.42 | |
| StemGNNPrediction Length=62023.11 | 0.344 | 0.429 | 125.81 | |
| StemGNNPrediction Length=92023.11 | 0.359 | 0.442 | 131.14 | |
| MTGNNPrediction Length=122023.11 | 0.394 | 0.488 | 88.13 | |
| StemGNNPrediction Length=122023.11 | 0.421 | 0.508 | 141.01 | |
| MTGNNPrediction Length=62023.11 | 0.446 | 0.513 | 133.49 | |
| MTGNNPrediction Length=92023.11 | 0.484 | 0.548 | 139.52 |