Optical Flow Estimation on PHM delta_t=20 1.0 (test)
1.117Ball ErrorUSFlow(pwc, Census)
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| USFlow(pwc, Census)Delta t=20, Training Supervision=unsupervised, Training Dataset=SPIFT, Input Modality=spike stream, Loss Function=Census2023.07 | 1.117 | 7.049 | 1.199 | 1.513 | 1.858 | 9.854 | 1.441 | 1.393 | 5.284 | 3.412 | |
| USFlow(pwc, SSIM)Delta t=20, Training Supervision=unsupervised, Training Dataset=SPIFT, Input Modality=spike stream, Loss Function=SSIM2023.07 | 1.152 | 6.882 | 1.273 | 1.071 | 1.26 | 9.778 | 3.185 | 1.554 | 4.855 | 3.446 | |
| USFlow(pwc)Delta t=20, Training Supervision=unsupervised, Training Dataset=SPIFT, Input Modality=spike stream2023.07 | 1.259 | 3.978 | 2.782 | 0.784 | 0.873 | 4.748 | 0.524 | 2.18 | 4.589 | 2.413 | |
| PWC-Net(variant)Delta t=20, Training Supervision=unsupervised, Training Dataset=SPIFT, Input Modality=spike stream2023.07 | 1.48 | 6.682 | 1.419 | 1.407 | 1.452 | 9.307 | 0.905 | 1.79 | 5.58 | 3.336 |