Opioid Overdose Death Forecasting on 40 Training States (test)
0.1271MAE (1-3)LSTM
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| LSTMsetting=In-Distribution (ID)2026.02 | 0.1271 | 0.2594 | 0.2326 | 0.42 | 0.1799 | 0.3397 | 4.5 | |
| Policy4OODsetting=In-Distribution (ID)2026.02 | 0.1273 | 0.2361 | 0.206 | 0.3868 | 0.1666 | 0.3114 | 1.33 | |
| Transformersetting=In-Distribution (ID)2026.02 | 0.1277 | 0.2409 | 0.222 | 0.4089 | 0.1749 | 0.3249 | 3.08 | |
| TCNsetting=In-Distribution (ID)2026.02 | 0.1281 | 0.2319 | 0.2332 | 0.4113 | 0.1806 | 0.3216 | 3.83 | |
| MTGNNsetting=In-Distribution (ID)2026.02 | 0.1347 | 0.2409 | 0.2173 | 0.3992 | 0.176 | 0.3201 | 2.92 | |
| Graph Waveletsetting=In-Distribution (ID)2026.02 | 0.1404 | 0.261 | 0.2267 | 0.4157 | 0.1836 | 0.3383 | 5.33 | |
| AGCRNsetting=In-Distribution (ID)2026.02 | 0.2498 | 0.4658 | 0.2679 | 0.496 | 0.2588 | 0.4809 | 7 | |
| STGCNsetting=In-Distribution (ID)2026.02 | 0.3561 | 0.5508 | 0.4054 | 0.606 | 0.3808 | 0.5784 | 8 |