Event Prediction on ETRAM 10->10
0.025MSEMIMO-VP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MIMO-VPType=RGB, Params (M)=22.6, Time (ms)=56.16, VRAM (GB)=1.272026.03 | 0.025 | 0.846 | 0.35 | 47 | 54.5 | |
| E-TIDEType=Event, Params (M)=0.4, Time (ms)=3.1, VRAM (GB)=0.122026.03 | 0.035 | 0.8 | 0.325 | 55.1 | 60.1 | |
| SimVPType=RGB, Params (M)=46.0, Time (ms)=10.6, VRAM (GB)=0.682026.03 | 0.037 | 0.788 | 0.36 | 53.4 | 57.1 | |
| MMVPType=RGB, Params (M)=14.8, Time (ms)=127.7, VRAM (GB)=9.652026.03 | 0.041 | 0.782 | 0.374 | 48 | 55 | |
| PredRNNType=RGB, Params (M)=14.0, Time (ms)=116.3, VRAM (GB)=0.192026.03 | 0.0416 | 0.773 | 0.324 | 51.5 | 56.3 | |
| MGVPType=RGB, Params (M)=0.16, Time (ms)=252.7, VRAM (GB)=0.152026.03 | 0.045 | 0.772 | 0.407 | 35.7 | 41.2 | |
| E-MotionType=Event, Params (M)=1521, Time (ms)=8522, VRAM (GB)=9.242026.03 | 0.0462 | 0.744 | 0.387 | 36.2 | 42.3 |