Motion Magnification on Real-world Videos (test)
0.04Motion ErrorFlowMag (ARFlow)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FlowMag (ARFlow)Optical Flow Backbone=PWC-Net, alpha=12023.11 | 0.04 | 0.13 | |
| Oh et al.Optical Flow Backbone=PWC-Net, alpha=12023.11 | 0.05 | 0.2 | |
| FlowMag (RAFT)Optical Flow Backbone=PWC-Net, alpha=12023.11 | 0.05 | 0.13 | |
| Warp NearestOptical Flow Backbone=RAFT, alpha=12023.11 | 0.24 | 0.65 | |
| Warp BilinearOptical Flow Backbone=PWC-Net, alpha=12023.11 | 0.28 | 0.63 | |
| FlowMag (RAFT)Optical Flow Backbone=PWC-Net, alpha=22023.11 | 0.3 | 0.55 | |
| Warp NearestOptical Flow Backbone=PWC-Net, alpha=12023.11 | 0.32 | 0.56 | |
| FlowMag (ARFlow)Optical Flow Backbone=PWC-Net, alpha=22023.11 | 0.38 | 0.74 | |
| Oh et al.Optical Flow Backbone=PWC-Net, alpha=22023.11 | 0.51 | 0.8 | |
| Warp BilinearOptical Flow Backbone=PWC-Net, alpha=22023.11 | 0.57 | 1.08 | |
| Warp NearestOptical Flow Backbone=PWC-Net, alpha=22023.11 | 0.59 | 1.07 | |
| FlowMag (RAFT)Optical Flow Backbone=PWC-Net, alpha=42023.11 | 0.95 | 1.56 | |
| FlowMag (ARFlow)Optical Flow Backbone=PWC-Net, alpha=42023.11 | 1.15 | 2.13 | |
| Oh et al.Optical Flow Backbone=PWC-Net, alpha=42023.11 | 1.37 | 2.06 | |
| Warp BilinearOptical Flow Backbone=PWC-Net, alpha=42023.11 | 1.4 | 2.21 | |
| Warp NearestOptical Flow Backbone=PWC-Net, alpha=42023.11 | 1.42 | 2.28 | |
| FlowMag (RAFT)Optical Flow Backbone=PWC-Net, alpha=82023.11 | 2.48 | 3.62 | |
| FlowMag (ARFlow)Optical Flow Backbone=PWC-Net, alpha=82023.11 | 2.81 | 4.52 | |
| Warp NearestOptical Flow Backbone=PWC-Net, alpha=82023.11 | 3.16 | 4.65 | |
| Warp BilinearOptical Flow Backbone=PWC-Net, alpha=82023.11 | 3.16 | 4.51 | |
| Oh et al.Optical Flow Backbone=PWC-Net, alpha=82023.11 | 3.27 | 4.51 | |
| FlowMag (RAFT)Optical Flow Backbone=PWC-Net, alpha=162023.11 | 6.01 | 7.74 | |
| FlowMag (ARFlow)Optical Flow Backbone=PWC-Net, alpha=162023.11 | 6.58 | 9.19 | |
| Warp NearestOptical Flow Backbone=PWC-Net, alpha=162023.11 | 7.24 | 9.54 | |
| Warp BilinearOptical Flow Backbone=PWC-Net, alpha=162023.11 | 7.28 | 9.45 | |
| Oh et al.Optical Flow Backbone=PWC-Net, alpha=162023.11 | 7.6 | 9.65 | |
| FlowMag (RAFT)Optical Flow Backbone=PWC-Net, alpha=322023.11 | 14.05 | 16.22 | |
| FlowMag (ARFlow)Optical Flow Backbone=PWC-Net, alpha=322023.11 | 15.18 | 19.68 | |
| Warp BilinearOptical Flow Backbone=PWC-Net, alpha=322023.11 | 16.18 | 19.82 | |
| Warp NearestOptical Flow Backbone=PWC-Net, alpha=322023.11 | 16.24 | 19.94 | |
| Oh et al.Optical Flow Backbone=PWC-Net, alpha=322023.11 | 17.52 | 21.58 | |
| Warp NearestOptical Flow Backbone=RAFT, alpha=642023.11 | 28.87 | 39.63 | |
| FlowMag (RAFT)Optical Flow Backbone=RAFT, alpha=642023.11 | 29.26 | 35.59 | |
| FlowMag (RAFT)Optical Flow Backbone=PWC-Net, alpha=642023.11 | 32.01 | 34.82 | |
| FlowMag (RAFT)Optical Flow Backbone=GMFlow (FlyingThings), alpha=642023.11 | 33.49 | 42.17 | |
| FlowMag (ARFlow)Optical Flow Backbone=PWC-Net, alpha=642023.11 | 34.21 | 41.51 | |
| FlowMag (RAFT)Optical Flow Backbone=GMFlow (Sintel), alpha=642023.11 | 34.44 | 47.67 | |
| Warp NearestOptical Flow Backbone=PWC-Net, alpha=642023.11 | 35.76 | 43.51 | |
| Warp BilinearOptical Flow Backbone=PWC-Net, alpha=642023.11 | 35.78 | 43.37 | |
| Oh et al.Optical Flow Backbone=PWC-Net, alpha=642023.11 | 39.49 | 50.36 |