Optical Flow on MVSEC 1.0 (outdoor_day1)
0.22EPEDCEIFlow
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DCEIFlowdt=1, Input=E+I1, Learning paradigm=SL2025.06 | 0.22 | 0 | |
| EDCFlowdt=1, Input=E, Learning paradigm=SL2025.06 | 0.23 | 0 | |
| E-RAFTdt=1, Input=E, Learning paradigm=SL2025.06 | 0.24 | 0 | |
| TMAdt=1, Input=E, Learning paradigm=SL2025.06 | 0.25 | 7 | |
| EV-MGRFlowNetdt=1, Input=E, Learning paradigm=USL2025.06 | 0.28 | 2 | |
| MultiCM (Burgers')dt=1, Input=E, Learning paradigm=MB2025.06 | 0.3 | 10 | |
| IDNet-4dt=1, Input=E, Learning paradigm=SL, re-implemented=true2025.06 | 0.31 | 0 | |
| Zhu et al.dt=1, Input=E, Learning paradigm=USL2025.06 | 0.32 | 0 | |
| EVFlow+dt=12020.03 | 0.32 | 0 | |
| IDNet-8dt=1, Input=E, Learning paradigm=SL, re-implemented=true2025.06 | 0.33 | 1 | |
| ECN*dt=1, training_split=80%, evaluation_split=20%2020.03 | 0.35 | 4 | |
| STE-FlowNetdt=1, Input=E, Learning paradigm=SSL2025.06 | 0.42 | 0 | |
| EV-FlowNetdt=1, Input=E, Learning paradigm=SSL2025.06 | 0.49 | 20 | |
| EVFlowdt=12020.03 | 0.49 | 20 | |
| Brebion et al.dt=1, Input=E, Learning paradigm=MB2025.06 | 0.53 | 20 | |
| EDCFlowdt=4, Input=E, Learning paradigm=SL2025.06 | 0.67 | 85 | |
| Oursdt=12020.03 | 0.68 | 99 | |
| TMAdt=4, Input=E, Learning paradigm=SL2025.06 | 0.7 | 108 | |
| E-RAFTdt=4, Input=E, Learning paradigm=SL2025.06 | 0.72 | 112 | |
| DCEIFlowdt=4, Input=E+I1, Learning paradigm=SL2025.06 | 0.89 | 319 | |
| STE-FlowNetdt=4, Input=E, Learning paradigm=SSL2025.06 | 0.99 | 390 | |
| EV-MGRFlowNetdt=4, Input=E, Learning paradigm=USL2025.06 | 1.1 | 622 | |
| EV-FlowNetdt=4, Input=E, Learning paradigm=SSL2025.06 | 1.23 | 730 | |
| MultiCM (Burgers')dt=4, Input=E, Learning paradigm=MB2025.06 | 1.25 | 921 | |
| IDNet-8dt=4, Input=E, Learning paradigm=SL, re-implemented=true2025.06 | 1.26 | 491 | |
| Zhu et al.dt=4, Input=E, Learning paradigm=USL2025.06 | 1.3 | 970 | |
| IDNet-4dt=4, Input=E, Learning paradigm=SL, re-implemented=true2025.06 | 1.3 | 248 | |
| Zerosdt=1, description=Baseline error resulting from always estimating zero flow2020.03 | 4.31 | 39 |