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Benchmarks
Novel View Synthesis Efficiency Defense on NeRF-Synthetic NS-chair standard (test)
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4,633
Peak GPU Memory (MB)
Original 3DGS (Clean)
4,465.2
5,597.85
6,730.5
7,863.15
Nov 27, 2025
Peak GPU Memory (MB)
Number of Gaussians
Training Time (min)
Updated 4d ago
Evaluation Results
Method
Method
Links
Peak GPU Memory (MB)
Number of Gaussians
Training Time (min)
Original 3DGS (Clean)
Setting=clean (Ground...
2025.11
4,633
-
7.81
Original 3DGS (Clean)
Setting=clean (Ground...
2025.11
4,633
-
7.81
Original 3DGS (Clean)
Setting=clean (Ground...
2025.11
4,633
-
7.81
RemedyGS
Setting=RemedyGS (Ours...
2025.11
4,804
-
7.93
RemedyGS
Setting=RemedyGS (Ours...
2025.11
4,886
-
8.18
RemedyGS
Setting=RemedyGS (Ours...
2025.11
4,892
-
8.66
Adaptive Computation Cost Attack
Setting=Attack, Attack...
2025.11
8,410
-
10.25
Adaptive Computation Cost Attack
Setting=Attack, Attack...
2025.11
8,772
-
10.2
Adaptive Computation Cost Attack
Setting=Attack, Attack...
2025.11
8,828
-
10.78
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