Video Prediction on KittiCaltech
1,408.6MAESimVP+SVQ
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SimVP+SVQcodebook=frozen2023.12 | 1,408.6 | 94.69 | 28.1 | 0.0554 | |
| SimVP+SVQcodebook=learnable2023.12 | 1,414.9 | 94.58 | 28.1 | 0.0578 | |
| PredRNN++2023.12 | 1,453.2 | 94.33 | 28.02 | 0.1321 | |
| MIM2023.12 | 1,464 | 94.09 | 28.1 | 0.0635 | |
| SimVP (w/o VQ)2023.12 | 1,507.7 | 94.53 | 27.89 | 0.0574 | |
| TAU2023.12 | 1,507.8 | 94.56 | 27.83 | 0.0549 | |
| PredRNN2023.12 | 1,525.5 | 93.74 | 27.81 | 0.074 | |
| DMVFN2023.12 | 1,531.1 | 93.14 | 26.95 | 0.0494 | |
| PredNet2023.12 | 1,568.9 | 92.86 | 27.21 | 0.1129 | |
| ConvLSTM2023.12 | 1,583.3 | 93.45 | 27.46 | 0.0858 | |
| PredRNN.V22023.12 | 1,610.5 | 93.3 | 27.12 | 0.0892 | |
| MAU2023.12 | 1,800.4 | 91.76 | 26.14 | 0.0967 | |
| E3D-LSTM2023.12 | 1,946.2 | 90.47 | 25.45 | 0.126 | |
| PhyDNet2023.12 | 2,754.8 | 86.15 | 23.26 | 0.3219 |