Video Prediction on TaxiBJ (test)
14.7277MAEGMG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GMG2025.03 | 14.7277 | 29.8812 | 0.985 | 39.831 | |
| WaST2025.03 | 14.7945 | 29.7753 | 0.9846 | 39.777 | |
| ARKMParameters (M)=3.82024.05 | 14.88 | — | 0.9851 | — | |
| ARKM (w/o H1)Parameters (M)=3.82024.05 | 14.96 | — | 0.9846 | — | |
| PredRNN2025.03 | 15.1302 | 35.0348 | 0.9844 | 39.591 | |
| TAU2025.03 | 15.1745 | 35.1037 | 0.9838 | 39.593 | |
| Swin-LSTM2025.03 | 15.2276 | 35.9456 | 0.9832 | 39.645 | |
| E3D-LSTMParameters (M)=51.02024.05 | 15.26 | — | 0.9834 | — | |
| MAUParameters (M)=4.52024.05 | 15.26 | — | 0.9834 | — | |
| ConvLSTMParameters (M)=15.02024.05 | 15.32 | — | 0.9836 | — | |
| SimVP-gSTA2025.03 | 15.353 | 36.7385 | 0.9832 | 39.509 | |
| PredRNNParameters (M)=38.62024.05 | 15.37 | — | 0.9834 | — | |
| SimVPParameters (M)=58.02024.05 | 15.45 | — | 0.9835 | — | |
| PhyDNetParameters (M)=3.12024.05 | 15.53 | — | 0.9828 | — | |
| MAU2025.03 | 15.662 | 40.7206 | 0.9822 | 39.353 | |
| DMVFNParameters (M)=3.52024.05 | 15.72 | — | 0.9833 | — | |
| CrevNetParameters (M)=5.02024.05 | 15.73 | — | 0.9821 | — | |
| SwinLSTMParameters (M)=20.12024.05 | 15.74 | — | 0.9813 | — | |
| PredRNN++2025.03 | 15.9766 | 41.8227 | 0.9824 | 39.135 | |
| MotionRNN2025.03 | 16.0009 | 37.6517 | 0.9825 | 39.001 | |
| ConvLSTM2025.03 | 16.1892 | 40.0678 | 0.9819 | 38.888 | |
| PyDNet2025.03 | 16.479 | 40.17 | 0.9808 | 38.939 | |
| PredRNN-V22025.03 | 16.6105 | 45.2737 | 0.9807 | 38.713 |