Motion Magnification on Real-world (test)
0.26Motion ErrorFlowMag (RAFT)
Evaluation Results
| Method | Links | |
|---|---|---|
| FlowMag (RAFT)Optical flow estimator=RAFT, alpha=22023.11 | 0.26 | |
| FlowMag (RAFT)Optical flow estimator=PWC-Net, alpha=22023.11 | 0.3 | |
| FlowMag (ARFlow)Optical flow estimator=RAFT, alpha=22023.11 | 0.33 | |
| Warp BilinearOptical flow estimator=RAFT, alpha=22023.11 | 0.35 | |
| FlowMag (RAFT)Optical flow estimator=GMFlow, alpha=22023.11 | 0.37 | |
| FlowMag (ARFlow)Optical flow estimator=PWC-Net, alpha=22023.11 | 0.38 | |
| Warp NearestOptical flow estimator=RAFT, alpha=22023.11 | 0.4 | |
| FlowMag (ARFlow)Optical flow estimator=GMFlow, alpha=22023.11 | 0.41 | |
| Oh et al.Optical flow estimator=RAFT, alpha=22023.11 | 0.47 | |
| Oh et al.Optical flow estimator=PWC-Net, alpha=22023.11 | 0.51 | |
| Oh et al.Optical flow estimator=GMFlow, alpha=22023.11 | 0.52 | |
| Warp BilinearOptical flow estimator=GMFlow, alpha=22023.11 | 0.53 | |
| Warp NearestOptical flow estimator=GMFlow, alpha=22023.11 | 0.56 | |
| Warp BilinearOptical flow estimator=PWC-Net, alpha=22023.11 | 0.57 | |
| Warp NearestOptical flow estimator=PWC-Net, alpha=22023.11 | 0.59 | |
| Warp BilinearOptical flow estimator=RAFT, alpha=42023.11 | 0.78 | |
| FlowMag (RAFT)Optical flow estimator=RAFT, alpha=42023.11 | 0.78 | |
| Warp NearestOptical flow estimator=RAFT, alpha=42023.11 | 0.83 | |
| FlowMag (RAFT)Optical flow estimator=PWC-Net, alpha=42023.11 | 0.95 | |
| FlowMag (ARFlow)Optical flow estimator=RAFT, alpha=42023.11 | 1.03 | |
| FlowMag (ARFlow)Optical flow estimator=PWC-Net, alpha=42023.11 | 1.15 | |
| FlowMag (RAFT)Optical flow estimator=GMFlow, alpha=42023.11 | 1.19 | |
| Oh et al.Optical flow estimator=RAFT, alpha=42023.11 | 1.21 | |
| Warp BilinearOptical flow estimator=GMFlow, alpha=42023.11 | 1.24 | |
| Warp NearestOptical flow estimator=GMFlow, alpha=42023.11 | 1.26 | |
| FlowMag (ARFlow)Optical flow estimator=GMFlow, alpha=42023.11 | 1.3 | |
| Oh et al.Optical flow estimator=PWC-Net, alpha=42023.11 | 1.37 | |
| Warp BilinearOptical flow estimator=PWC-Net, alpha=42023.11 | 1.4 | |
| Oh et al.Optical flow estimator=GMFlow, alpha=42023.11 | 1.4 | |
| Warp NearestOptical flow estimator=PWC-Net, alpha=42023.11 | 1.42 | |
| FlowMag (RAFT)Optical flow estimator=RAFT, alpha=102023.11 | 2.82 | |
| Warp NearestOptical flow estimator=RAFT, alpha=102023.11 | 2.91 | |
| Warp BilinearOptical flow estimator=RAFT, alpha=102023.11 | 2.97 | |
| FlowMag (RAFT)Optical flow estimator=PWC-Net, alpha=102023.11 | 3.32 | |
| FlowMag (ARFlow)Optical flow estimator=RAFT, alpha=102023.11 | 3.52 | |
| FlowMag (ARFlow)Optical flow estimator=PWC-Net, alpha=102023.11 | 3.7 | |
| Warp BilinearOptical flow estimator=GMFlow, alpha=102023.11 | 3.79 | |
| Warp NearestOptical flow estimator=GMFlow, alpha=102023.11 | 3.84 | |
| Oh et al.Optical flow estimator=RAFT, alpha=102023.11 | 3.86 | |
| FLAVROptical flow estimator=RAFT, alpha=102023.11 | 3.87 | |
| FlowMag (RAFT)Optical flow estimator=GMFlow, alpha=102023.11 | 3.88 | |
| Warp BilinearOptical flow estimator=PWC-Net, alpha=102023.11 | 4.12 | |
| Warp NearestOptical flow estimator=PWC-Net, alpha=102023.11 | 4.15 | |
| FlowMag (ARFlow)Optical flow estimator=GMFlow, alpha=102023.11 | 4.15 | |
| FLAVROptical flow estimator=PWC-Net, alpha=102023.11 | 4.24 | |
| Oh et al.Optical flow estimator=PWC-Net, alpha=102023.11 | 4.29 | |
| Oh et al.Optical flow estimator=GMFlow, alpha=102023.11 | 4.34 | |
| FLAVROptical flow estimator=GMFlow, alpha=102023.11 | 4.4 | |
| FlowMag (RAFT)Optical flow estimator=RAFT, alpha=162023.11 | 5.2 | |
| Warp NearestOptical flow estimator=RAFT, alpha=162023.11 | 5.49 | |
| Warp BilinearOptical flow estimator=RAFT, alpha=162023.11 | 5.52 | |
| FlowMag (RAFT)Optical flow estimator=PWC-Net, alpha=162023.11 | 6.01 | |
| FlowMag (ARFlow)Optical flow estimator=RAFT, alpha=162023.11 | 6.33 | |
| FlowMag (ARFlow)Optical flow estimator=PWC-Net, alpha=162023.11 | 6.58 | |
| FlowMag (RAFT)Optical flow estimator=GMFlow, alpha=162023.11 | 6.73 | |
| Warp NearestOptical flow estimator=GMFlow, alpha=162023.11 | 6.86 | |
| Warp BilinearOptical flow estimator=GMFlow, alpha=162023.11 | 6.88 | |
| Oh et al.Optical flow estimator=RAFT, alpha=162023.11 | 6.95 | |
| FlowMag (ARFlow)Optical flow estimator=GMFlow, alpha=162023.11 | 7.23 | |
| Warp NearestOptical flow estimator=PWC-Net, alpha=162023.11 | 7.24 | |
| Warp BilinearOptical flow estimator=PWC-Net, alpha=162023.11 | 7.28 | |
| Oh et al.Optical flow estimator=PWC-Net, alpha=162023.11 | 7.6 | |
| Oh et al.Optical flow estimator=GMFlow, alpha=162023.11 | 7.64 | |
| Warp BilinearOptical flow estimator=RAFT, alpha=642023.11 | 28.7 | |
| Warp NearestOptical flow estimator=RAFT, alpha=642023.11 | 28.87 | |
| FlowMag (RAFT)Optical flow estimator=RAFT, alpha=642023.11 | 29.26 | |
| FlowMag (RAFT)Optical flow estimator=PWC-Net, alpha=642023.11 | 32.01 | |
| FlowMag (ARFlow)Optical flow estimator=RAFT, alpha=642023.11 | 32.89 | |
| FlowMag (RAFT)Optical flow estimator=GMFlow, alpha=642023.11 | 33.49 | |
| Warp NearestOptical flow estimator=GMFlow, alpha=642023.11 | 33.61 | |
| Warp BilinearOptical flow estimator=GMFlow, alpha=642023.11 | 33.72 | |
| FlowMag (ARFlow)Optical flow estimator=PWC-Net, alpha=642023.11 | 34.21 | |
| FlowMag (ARFlow)Optical flow estimator=GMFlow, alpha=642023.11 | 35.02 | |
| Warp NearestOptical flow estimator=PWC-Net, alpha=642023.11 | 35.76 | |
| Warp BilinearOptical flow estimator=PWC-Net, alpha=642023.11 | 35.78 | |
| Oh et al.Optical flow estimator=GMFlow, alpha=642023.11 | 37.31 | |
| Oh et al.Optical flow estimator=RAFT, alpha=642023.11 | 37.53 | |
| Oh et al.Optical flow estimator=PWC-Net, alpha=642023.11 | 39.49 |