Video Motion Magnification on Real-world Datasets
0.7475MANIQA Score (Baby Scene)GeoDiffMM
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GeoDiffMMVenue=N/A, Static Mode alpha=20, Dynamic Mode alpha=102025.12 | 0.7475 | 0.7129 | 0.7166 | 0.7569 | 0.7581 | 0.7848 | 0.6833 | 0.6442 | 0.7029 | 0.6861 | 0.6477 | 0.7222 | 0.7045 | |
| SelfMMVenue=NeurIPS'23, Static Mode alpha=20, Dynamic Mode alpha=102025.12 | 0.746 | 0.6901 | 0.7093 | 0.7286 | 0.7233 | 0.7627 | 0.6592 | 0.6242 | 0.6737 | 0.6614 | 0.6043 | 0.6987 | 0.6894 | |
| FD4MMVenue=CVPR'24, Static Mode alpha=20, Dynamic Mode alpha=102025.12 | 0.7338 | 0.678 | 0.7125 | 0.708 | 0.6938 | 0.7721 | 0.6633 | 0.6345 | 0.6946 | 0.6206 | 0.5422 | 0.7185 | 0.6417 | |
| AxialMMVenue=ECCV'24, Static Mode alpha=20, Dynamic Mode alpha=102025.12 | 0.7309 | 0.6826 | 0.6731 | 0.7167 | 0.7356 | 0.7584 | 0.6737 | 0.6377 | 0.6731 | 0.6568 | 0.6349 | 0.647 | 0.6535 | |
| AnisotropyVenue=CVPR'19, Static Mode alpha=20, Dynamic Mode alpha=102025.12 | 0.7124 | 0.6535 | 0.6835 | 0.6926 | 0.6765 | 0.7423 | 0.6289 | 0.6199 | 0.6482 | 0.6188 | 0.5164 | 0.6833 | 0.629 | |
| Jerk-AwareVenue=CVPR'18, Static Mode alpha=20, Dynamic Mode alpha=102025.12 | 0.7089 | 0.6498 | 0.6826 | 0.6739 | 0.6706 | 0.741 | 0.6255 | 0.6176 | 0.6415 | 0.617 | 0.5141 | 0.6768 | 0.6281 | |
| AccelerationVenue=CVPR'17, Static Mode alpha=20, Dynamic Mode alpha=102025.12 | 0.7081 | 0.6401 | 0.6786 | 0.6432 | 0.6663 | 0.7338 | 0.6212 | 0.6049 | 0.6342 | 0.6145 | 0.5096 | 0.6592 | 0.6182 | |
| LBVMMVenue=ECCV'18, Static Mode alpha=20, Dynamic Mode alpha=102025.12 | 0.7069 | 0.6537 | 0.6744 | 0.6873 | 0.6744 | 0.7532 | 0.632 | 0.6155 | 0.6415 | 0.6163 | 0.513 | 0.7018 | 0.6283 | |
| LNVMMVenue=WACV'23, Static Mode alpha=20, Dynamic Mode alpha=102025.12 | 0.6715 | 0.6516 | 0.6742 | 0.6949 | 0.6436 | 0.7665 | 0.6521 | 0.6088 | 0.6407 | 0.6074 | 0.508 | 0.7146 | 0.6205 | |
| MDLMMVenue=CVPR'23, Static Mode alpha=20, Dynamic Mode alpha=102025.12 | 0.6571 | 0.6551 | 0.682 | 0.6946 | 0.6556 | 0.7644 | 0.6558 | 0.6087 | 0.6394 | 0.6105 | 0.5195 | 0.7183 | 0.6293 |