Spatiotemporal Predictive Learning on TaxiBJ 4 → 4 frames (test)
0.344MSETAU
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TAUprediction_setting=4 → 4 frames2022.06 | 0.344 | 15.6 | 0.983 | |
| SimVPprediction_setting=4 → 4 frames2022.06 | 0.414 | 16.2 | 0.982 | |
| PhyDNetprediction_setting=4 → 4 frames2022.06 | 0.419 | 16.2 | 0.982 | |
| MIMprediction_setting=4 → 4 frames2022.06 | 0.429 | 16.6 | 0.971 | |
| E3D-LSTMprediction_setting=4 → 4 frames2022.06 | 0.432 | 16.9 | 0.979 | |
| PredRNN++prediction_setting=4 → 4 frames2022.06 | 0.448 | 16.9 | 0.977 | |
| PredRNNprediction_setting=4 → 4 frames2022.06 | 0.464 | 17.1 | 0.971 | |
| ConvLSTMprediction_setting=4 → 4 frames2022.06 | 0.485 | 17.7 | 0.978 |