Video Prediction on UCF Sports t+1 (test)
31.7PSNRMotion Graph
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Motion GraphPrediction horizon (t)=52024.10 | 31.7 | 6.61 | |
| MMVPPrediction horizon (t)=52024.10 | 31.68 | 7.88 | |
| STIPPrediction horizon (t)=52024.10 | 30.75 | 12.73 | |
| DMVFN2023.03 | 30.05 | 10.24 | |
| DMVFNPrediction horizon (t)=52024.10 | 30.05 | 10.24 | |
| STRPM2023.03 | 28.54 | 20.69 | |
| STRPMPrediction horizon (t)=52024.10 | 28.54 | 20.69 | |
| CrevNetPrediction horizon (t)=52024.10 | 28.23 | 23.87 | |
| CycleGANPrediction horizon (t)=52024.10 | 27.99 | 22.95 | |
| E3D-LSTMPrediction horizon (t)=52024.10 | 27.98 | 25.13 | |
| MotionRNNPrediction horizon (t)=52024.10 | 27.67 | 24.23 | |
| SV2PPrediction horizon (t)=52024.10 | 27.44 | 25.89 | |
| SAVPPrediction horizon (t)=52024.10 | 27.35 | 25.45 | |
| PredRNN++Prediction horizon (t)=52024.10 | 27.26 | 26.8 | |
| PredRNNPrediction horizon (t)=52024.10 | 27.17 | 28.15 | |
| ConvLSTMPrediction horizon (t)=52024.10 | 26.43 | 32.2 | |
| BeyondMSEPrediction horizon (t)=52024.10 | 26.42 | 29.01 | |
| Motion GraphPrediction horizon (t)=102024.10 | 23.27 | 19.94 | |
| MMVPPrediction horizon (t)=102024.10 | 23.25 | 22.24 | |
| DMVFNPrediction horizon (t)=102024.10 | 22.67 | 22.5 | |
| STIPPrediction horizon (t)=102024.10 | 21.83 | 39.67 | |
| STRPMPrediction horizon (t)=102024.10 | 20.59 | 41.11 | |
| E3D-LSTMPrediction horizon (t)=102024.10 | 20.33 | 47.76 | |
| CrevNetPrediction horizon (t)=102024.10 | 20.33 | 48.15 | |
| MotionRNNPrediction horizon (t)=102024.10 | 20.01 | 49.2 | |
| CycleGANPrediction horizon (t)=102024.10 | 19.99 | 44.93 | |
| SV2PPrediction horizon (t)=102024.10 | 19.97 | 51.33 | |
| SAVPPrediction horizon (t)=102024.10 | 19.9 | 49.91 | |
| PredRNN++Prediction horizon (t)=102024.10 | 19.67 | 56.79 | |
| PredRNNPrediction horizon (t)=102024.10 | 19.65 | 55.34 | |
| BeyondMSEPrediction horizon (t)=102024.10 | 18.46 | 55.28 | |
| ConvLSTMPrediction horizon (t)=102024.10 | 17.8 | 58.78 |