Spatio-temporal Forecasting on Chickenpox Hungary
0.748MSEMP-SSM
Evaluation Results
| Method | Links | |
|---|---|---|
| MP-SSMModel Category=Ours2025.05 | 0.748 | |
| TDE-GNNModel Category=Temporal GNNs2025.05 | 0.787 | |
| CDEModel Category=Temporal GNNs2025.05 | 0.848 | |
| DynGESNModel Category=Temporal GNNs2025.05 | 0.907 | |
| HMM4GModel Category=Temporal GNNs2025.05 | 0.939 | |
| GREADModel Category=Temporal GNNs2025.05 | 0.983 | |
| GRANDModel Category=Temporal GNNs2025.05 | 1.068 | |
| RDGNN-TBackpropagation Strategy=Cumulative2024.06 | 1.097 | |
| RDGNN-TBackpropagation Strategy=Incremental2024.06 | 1.1 | |
| RDGNN-SBackpropagation Strategy=Cumulative2024.06 | 1.103 | |
| EGCN-HBackpropagation Strategy=Cumulative2024.06 | 1.104 | |
| RDGNN-IBackpropagation Strategy=Cumulative2024.06 | 1.104 | |
| RDGNN-SBackpropagation Strategy=Incremental2024.06 | 1.106 | |
| RDGNN-IBackpropagation Strategy=Incremental2024.06 | 1.11 | |
| T-GCNBackpropagation Strategy=Cumulative2024.06 | 1.111 | |
| EGCN-HBackpropagation Strategy=Incremental2024.06 | 1.113 | |
| A3T-GCNBackpropagation Strategy=Incremental2024.06 | 1.114 | |
| A3T-GCNModel Category=Temporal GNNs2025.05 | 1.114 | |
| GC-LSTMBackpropagation Strategy=Incremental2024.06 | 1.115 | |
| GC-LSTMModel Category=Temporal GNNs2025.05 | 1.115 | |
| GC-LSTMBackpropagation Strategy=Cumulative2024.06 | 1.116 | |
| MPNN LSTMBackpropagation Strategy=Cumulative2024.06 | 1.116 | |
| AGCRNBackpropagation Strategy=Incremental2024.06 | 1.116 | |
| MPNN LSTMModel Category=Temporal GNNs2025.05 | 1.116 | |
| T-GCNBackpropagation Strategy=Incremental2024.06 | 1.117 | |
| T-GCNModel Category=Temporal GNNs2025.05 | 1.117 | |
| DyGrAEBackpropagation Strategy=Cumulative2024.06 | 1.118 | |
| GConvLSTMBackpropagation Strategy=Cumulative2024.06 | 1.119 | |
| EGCN-OBackpropagation Strategy=Cumulative2024.06 | 1.119 | |
| A3T-GCNBackpropagation Strategy=Cumulative2024.06 | 1.119 | |
| DyGrAEBackpropagation Strategy=Incremental2024.06 | 1.12 | |
| AGCRNBackpropagation Strategy=Cumulative2024.06 | 1.12 | |
| AGCRNModel Category=Temporal GNNs2025.05 | 1.12 | |
| DyGrAEModel Category=Temporal GNNs2025.05 | 1.12 | |
| GConvLSTMBackpropagation Strategy=Incremental2024.06 | 1.121 | |
| DCRNNBackpropagation Strategy=Cumulative2024.06 | 1.123 | |
| DCRNNBackpropagation Strategy=Incremental2024.06 | 1.124 | |
| EGCN-OBackpropagation Strategy=Incremental2024.06 | 1.124 | |
| DCRNNModel Category=Temporal GNNs2025.05 | 1.124 | |
| EGCN-OModel Category=Temporal GNNs2025.05 | 1.124 | |
| GConvGRUBackpropagation Strategy=Incremental2024.06 | 1.128 | |
| GConvGRUModel Category=Temporal GNNs2025.05 | 1.128 | |
| MPNN LSTMBackpropagation Strategy=Incremental2024.06 | 1.129 | |
| GConvGRUBackpropagation Strategy=Cumulative2024.06 | 1.132 |