Visual Deformation Measurement on VDM Dataset (100+ pixels displacement)
3.204EPE (pixels)Ours (AIS)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Ours (AIS)Event input=true, Frame input=true2026.02 | 3.204 | 0.813 | 65.7 | |
| Opencorr + TimelensEvent input=true, Frame input=true2026.02 | 3.83 | 1.201 | 41.3 | |
| StrainNet + TimelensEvent input=true, Frame input=true2026.02 | 5.189 | 2.315 | 35.4 | |
| Cotrackerv3Event input=false, Frame input=true2026.02 | 8.763 | 2.15 | 45.2 | |
| Cotrackerv3 + TimelensEvent input=true, Frame input=true2026.02 | 10.788 | 2.278 | 29.1 | |
| OpencorrEvent input=false, Frame input=true2026.02 | 39.931 | 2.782 | 25 | |
| StrainNetEvent input=true, Frame input=false2026.02 | 41.87 | 1.138 | 18.8 | |
| E-RaftEvent input=true, Frame input=false2026.02 | 60.312 | 1.7 | 2.1 |