Event-based Lens Flare Removal on E-Flare-R (real-world test)
1.1368Chamfer DistanceE-DeflareNet
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| E-DeflareNetevaluation_mode=Zero-shot sim-to-real2025.12 | 1.1368 | 46.51 | 0.1741 | 0.069 | 0.0644 | 34.98 | 33.86 | 30.11 | |
| PFD-Aevaluation_mode=Zero-shot sim-to-real2025.12 | 1.7642 | 70.67 | 0.7924 | 0.3341 | 0.3182 | 23.86 | 30.81 | 32.83 | |
| Raw Inputevaluation_mode=Zero-shot sim-to-real2025.12 | 1.7855 | 71.7 | 0.8158 | 0.3431 | 0.3266 | 22.99 | 29.15 | 30.93 | |
| EFRevaluation_mode=Zero-shot sim-to-real2025.12 | 1.8191 | 72.66 | 0.3388 | 0.1403 | 0.133 | 8.39 | 18.07 | 23.72 | |
| Voxel Transformevaluation_mode=Zero-shot sim-to-real2025.12 | 1.9535 | 81.67 | 0.314 | 0.0964 | 0.0836 | 10.36 | 27.29 | 32.55 | |
| PFD-Bevaluation_mode=Zero-shot sim-to-real2025.12 | 2.0838 | 85.04 | 0.2759 | 0.1121 | 0.1049 | 3 | 7.17 | 8.8 |