Optical Flow Estimation on MVSEC dt=1
0.22Endpoint Error (EPE)STSC-Flow
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| STSC-FlowLearning Type=Supervised Learning (SL)2026.05 | 0.22 | 0 | — | — | — | — | — | — | — | — | |
| EDCFlowLearning Type=Supervised Learning (SL)2026.05 | 0.23 | 0 | — | — | — | — | — | — | — | — | |
| TMALearning Type=Supervised Learning (SL)2026.05 | 0.25 | 7 | — | — | — | — | — | — | — | — | |
| E-RAFTLearning Type=Supervised Learning (SL)2026.05 | 0.27 | 0 | — | — | — | — | — | — | — | — | |
| IDNetLearning Type=Supervised Learning (SL)2026.05 | 0.29 | 0 | — | — | — | — | — | — | — | — | |
| MultiCMLearning Type=Model-Based (MB)2026.05 | 0.3 | 10 | — | — | — | — | — | — | — | — | |
| STE-FlowNetLearning Type=Self-Supervised Learning (SSL)2026.05 | 0.42 | 0 | — | — | — | — | — | — | — | — | |
| EV-FlowNetLearning Type=Self-Supervised Learning (SSL)2026.05 | 0.49 | 20 | — | — | — | — | — | — | — | — | |
| Spike-FlowNetLearning Type=Self-Supervised Learning (SSL)2026.05 | 0.49 | — | — | — | — | — | — | — | — | — | |
| ADMFlowLearning Type=Supervised Learning (SL)2026.05 | 0.52 | 0 | — | — | — | — | — | — | — | — | |
| Real MVSECTraining Event Source=Real events2026.06 | 1.17 | 6.8 | 0.55 | 40 | 1.03 | 2.2 | 1.6 | 13.4 | 1.48 | 11.3 | |
| FracEventTraining Event Source=Simulated events (FracEvent)2026.06 | 1.24 | 7.8 | 0.63 | 30 | 1.07 | 2.2 | 1.71 | 14.8 | 1.57 | 13.7 | |
| DVS-VoltmeterTraining Event Source=Simulated events (DVS-Voltmeter)2026.06 | 1.3 | 7.7 | 0.59 | 30 | 1.12 | 2.1 | 1.83 | 16 | 1.66 | 12.4 | |
| ESIMTraining Event Source=Simulated events (ESIM)2026.06 | 1.49 | 11.2 | 0.65 | 40 | 1.26 | 4.6 | 2.13 | 22.7 | 1.9 | 17.3 | |
| v2eTraining Event Source=Simulated events (v2e)2026.06 | 1.53 | 11.5 | 0.76 | 50 | 1.27 | 4.7 | 2.14 | 22.7 | 1.93 | 18 |