Video Prediction on WeatherBench T2m (12 -> 12 frames, test)
1.071MSEPDR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PDRsequence_length=12 -> 12 frames2026.06 | 1.071 | 0.6353 | 1.035 | |
| WASTsequence_length=12 -> 12 frames2026.06 | 1.098 | 0.6338 | 1.044 | |
| PredFormersequence_length=12 -> 12 frames2026.06 | 1.116 | 0.651 | 1.057 | |
| TAUsequence_length=12 -> 12 frames2026.06 | 1.162 | 0.6707 | 1.078 | |
| USTEPsequence_length=12 -> 12 frames2026.06 | 1.215 | 0.6961 | 1.072 | |
| SimVPsequence_length=12 -> 12 frames2026.06 | 1.238 | 0.7037 | 1.113 | |
| MAUsequence_length=12 -> 12 frames2026.06 | 1.251 | 0.7036 | 1.119 | |
| PredRNNsequence_length=12 -> 12 frames2026.06 | 1.331 | 0.7246 | 1.154 | |
| ConvLSTMsequence_length=12 -> 12 frames2026.06 | 1.521 | 0.7949 | 1.233 | |
| PredRNNv2sequence_length=12 -> 12 frames2026.06 | 1.545 | 0.7986 | 1.243 | |
| E3DLSTMsequence_length=12 -> 12 frames2026.06 | 1.592 | 0.8059 | 1.233 | |
| PredRNN++sequence_length=12 -> 12 frames2026.06 | 1.634 | 0.7883 | 1.278 | |
| MIMsequence_length=12 -> 12 frames2026.06 | 1.784 | 0.8716 | 1.336 | |
| PhyDNetsequence_length=12 -> 12 frames2026.06 | 285.9 | 8.737 | 16.91 |