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Comparison of model MAE results when data absence rate increases.
| Model | METR-LA | PEMS-BAY | ||||
|---|---|---|---|---|---|---|
| 25% | 50% | 75% | 25% | 50% | 75% | |
| BRITS | 2.34 | 2.52 | 3.02 | 1.47 | 1.55 | 2.17 |
| SAITS | 2.26 | 2.48 | 3.74 | 1.40 | 1.50 | 2.96 |
| GRIN | 1.91 | 2.05 | 2.39 | 0.67 | 0.79 | 1.09 |
| ADGCN | 1.89 | 2.01 | 2.35 | 0.66 | 0.75 | 0.99 |
The best results are in bold.
