Event-based de-flaring on E-Flare 2.7K (test)
0.4477Chamfer DistanceE-DeflareNet
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| E-DeflareNetbackbone=residual 3D U-Net2025.12 | 0.4477 | 0.2646 | 0.1269 | 0.0487 | 0.0435 | 0.7071 | 0.7627 | 0.7794 | |
| PFD-Bvariant=light-interference mitigation2025.12 | 1.2496 | 0.4613 | 0.2851 | 0.1159 | 0.1021 | 0.446 | 0.5155 | 0.5727 | |
| Voxel Transformtype=voxel-grid encoding-decoding effect in isolation2025.12 | 1.2923 | 0.5576 | 0.3495 | 0.1037 | 0.0829 | 0.2177 | 0.5444 | 0.6318 | |
| EFRtype=classical flicker-removal filter2025.12 | 1.3237 | 0.5439 | 0.5357 | 0.2019 | 0.1755 | 0.1616 | 0.3572 | 0.4811 | |
| Raw Inputdescription=unprocessed raw data2025.12 | 1.3555 | 0.5222 | 0.8315 | 0.3666 | 0.343 | 0.5138 | 0.6303 | 0.6939 | |
| PFD-Avariant=general noise suppression2025.12 | 1.3958 | 0.5397 | 0.8357 | 0.3637 | 0.3392 | 0.4383 | 0.5496 | 0.6125 |