Feed-forward 3DGS on RE10K
22.5PSNRNoPoSplat
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| NoPoSplatAttack Status=None2026.03 | 22.5 | 0.781 | 0.165 | 0.957 | 0.938 | |
| DepthSplatAttack Status=None2026.03 | 21.09 | 0.71 | 0.228 | 0.956 | 0.93 | |
| AnySplatAttack Status=None2026.03 | 18.94 | 0.672 | 0.271 | 0.928 | 0.938 | |
| AdvSplatVictim Model=NoPoSplat, Attack Variant=GB (Gradient-based)2026.03 | 17.64 | 0.523 | 0.417 | 0.893 | 0.816 | |
| AdvSplatVictim Model=AnySplat, Attack Variant=GF (Gradient-free)2026.03 | 14.49 | 0.46 | 0.561 | 0.859 | 0.832 | |
| AdvSplatVictim Model=NoPoSplat, Attack Variant=GF (Gradient-free)2026.03 | 14.02 | 0.397 | 0.549 | 0.856 | 0.729 | |
| AdvSplatVictim Model=AnySplat, Attack Variant=GB (Gradient-based)2026.03 | 12.8 | 0.431 | 0.588 | 0.813 | 0.791 | |
| AdvSplatVictim Model=DepthSplat, Attack Variant=GF (Gradient-free)2026.03 | 9.73 | 0.437 | 0.514 | 0.803 | 0.727 | |
| AdvSplatVictim Model=DepthSplat, Attack Variant=GB (Gradient-based)2026.03 | 7.57 | 0.289 | 0.581 | 0.74 | 0.492 |