Refinement of VFM-derived artifacts on Toys4k (synthetically corrupted)
0.858mIoUVIAFormer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VIAFormerCondition=4 views2026.01 | 0.858 | 0.0912 | 0.0027 | 0.0032 | |
| Input Reference2026.01 | 0.4666 | 0.1224 | 0.0315 | 0.0227 | |
| 24-Layer Self-AttnCondition=no2026.01 | 0.2776 | 0.1521 | 0.0868 | 0.0671 | |
| SDFusionCondition=1 view2026.01 | 0.262 | 0.1281 | 0.098 | 0.0748 | |
| 24-Layer Cross-AttnCondition=1 view2026.01 | 0.259 | 0.1347 | 0.0766 | 0.0793 | |
| DiffCompleteCondition=no2026.01 | 0.2127 | 0.1188 | 0.1079 | 0.0698 | |
| PatchCompleteCondition=no2026.01 | 0.0414 | 0.0706 | 0.2117 | 0.1222 | |
| WSSCCondition=no2026.01 | 0.0036 | 0.0159 | 0.6389 | 0.2061 |