Spatio-temporal Prediction on NYCBike1
5.046MAEDRAN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DRAN2025.04 | 5.046 | 23.939 | 0.415 | |
| ST-SSL2025.04 | 5.115 | 24.297 | 4.357 | |
| MegaCRN2025.04 | 5.198 | 25.806 | 1.51 | |
| STDN2025.04 | 5.202 | 25.517 | 8.513 | |
| RGSL2025.04 | 5.253 | 26.074 | 3.268 | |
| GCGRU2025.04 | 5.544 | 27.08 | 1.242 | |
| AutoTCL2025.04 | 6.213 | 28.824 | 0.978 | |
| DST-Mamba2025.04 | 6.252 | 24.537 | 3.47 | |
| AGCRN2025.04 | 6.423 | 30.312 | 7.356 | |
| InfoTS2025.04 | 6.526 | 33.681 | 0.923 | |
| TESTAM2025.04 | 6.579 | 30.786 | 1.863 | |
| ASTGCN2025.04 | 6.712 | 31.59 | 1.607 | |
| MemDA2025.04 | 6.994 | 29.792 | 1.059 | |
| TGCN2025.04 | 7.544 | 34.848 | 3.166 | |
| DCRNN2025.04 | 7.673 | 33.218 | 1.556 | |
| STAEformer2025.04 | 8.105 | 32.309 | 3.858 | |
| DA-RNN2025.04 | 15.773 | 61.948 | 5.97 | |
| STGCN2025.04 | 17.141 | 58.498 | 11.634 |