Irregularly Sampled Time Series Forecasting on Human Activity
2.47MSEMM-ISTS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MM-ISTS2026.03 | 2.47 | 3.06 | |
| ISTS-PLM2026.03 | 2.61 | 3.19 | |
| KAFNet2026.03 | 2.7 | 3.16 | |
| Warpformer2026.03 | 2.79 | 3.39 | |
| T-PatchGNN2026.03 | 2.79 | 3.24 | |
| Graph Wavenet2026.03 | 2.89 | 3.4 | |
| GRU-D2026.03 | 2.94 | 3.53 | |
| FourierGNN2026.03 | 2.99 | 3.42 | |
| MTGNN2026.03 | 3.03 | 3.53 | |
| CrossGNN2026.03 | 3.03 | 3.48 | |
| TimesNet2026.03 | 3.12 | 3.56 | |
| mTAND2026.03 | 3.22 | 3.81 | |
| Latent-ODE2026.03 | 3.34 | 3.94 | |
| DLinear2026.03 | 4.03 | 4.21 | |
| Neural Flow2026.03 | 4.05 | 4.46 | |
| PatchTST2026.03 | 4.29 | 4.8 | |
| Crossformer2026.03 | 4.29 | 4.89 | |
| CRU2026.03 | 6.97 | 6.3 | |
| StemGNN2026.03 | 8.81 | 6.9 | |
| SeFT2026.03 | 12.2 | 8.43 | |
| RainDrop2026.03 | 14.92 | 9.45 |