Optical Flow Estimation on MVSEC dt=4
0.62Endpoint Error (EPE)STSC-Flow
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| STSC-FlowLearning Type=Supervised Learning (SL)2026.05 | 0.62 | 0.78 | |
| EDCFlowLearning Type=Supervised Learning (SL)2026.05 | 0.67 | 0.85 | |
| TMALearning Type=Supervised Learning (SL)2026.05 | 0.7 | 1.08 | |
| IDNetLearning Type=Supervised Learning (SL)2026.05 | 0.75 | 1.2 | |
| E-RAFTLearning Type=Supervised Learning (SL)2026.05 | 0.84 | 1.7 | |
| STE-FlowNetLearning Type=Self-Supervised Learning (SSL)2026.05 | 0.99 | 3.9 | |
| Spike-FlowNetLearning Type=Self-Supervised Learning (SSL)2026.05 | 1.09 | — | |
| EV-FlowNetLearning Type=Self-Supervised Learning (SSL)2026.05 | 1.23 | 7.3 | |
| MultiCMLearning Type=Model-Based (MB)2026.05 | 1.25 | 9.21 | |
| Real MVSECTraining Event Source=Real events2026.06 | 1.53 | 12 | |
| DVS-VoltmeterTraining Event Source=Simulated events (DVS-Voltmeter)2026.06 | 1.85 | 17.7 | |
| ADMFlowLearning Type=Supervised Learning (SL)2026.05 | 1.91 | 19.2 | |
| FracEventTraining Event Source=Simulated events (FracEvent)2026.06 | 1.91 | 15.3 | |
| ESIMTraining Event Source=Simulated events (ESIM)2026.06 | 2.19 | 22.8 | |
| v2eTraining Event Source=Simulated events (v2e)2026.06 | 2.53 | 29.2 |